Overview

Dataset info

Number of variables 584
Number of observations 2040
Total Missing (%) 0.0%
Total size in memory 9.1 MiB
Average record size in memory 4.6 KiB

Variables types

Numeric 246
Categorical 1
Boolean 5
Date 0
Text (Unique) 0
Rejected 332
Unsupported 0

Warnings

Variables

Air_Trans_Cap_Outlay
Highly correlated

This variable is highly correlated with Air_Trans_Direct_Expend and should be ignored for analysis

Correlation 0.93523

Air_Trans_Construction
Highly correlated

This variable is highly correlated with Air_Trans_Cap_Outlay and should be ignored for analysis

Correlation 0.99045

Air_Trans_Current_Exp
Highly correlated

This variable is highly correlated with Air_Trans_Direct_Expend and should be ignored for analysis

Correlation 0.93984

Air_Trans_Direct_Expend
Highly correlated

This variable is highly correlated with Air_Trans_Total_Expend and should be ignored for analysis

Correlation 0.92595

Air_Trans_IG_Local_Govts
Numeric

Distinct count 1230
Unique (%) 60.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 9408.4
Minimum 0
Maximum 244070
Zeros (%) 34.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 667.5
Q3 6621.8
95-th percentile 45784
Maximum 244070
Range 244070
Interquartile range 6621.8

Descriptive statistics

Standard deviation 24599
Coef of variation 2.6146
Kurtosis 27.886
Mean 9408.4
MAD 12811
Skewness 4.7632
Sum 19193056
Variance 605090000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 707 34.7%
 
3 6 0.3%
 
1 4 0.2%
 
21 4 0.2%
 
197 4 0.2%
 
15 3 0.1%
 
326 3 0.1%
 
143 3 0.1%
 
1056 3 0.1%
 
2690 3 0.1%
 
Other values (1220) 1300 63.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 707 34.7%
 
1 4 0.2%
 
2 2 0.1%
 
3 6 0.3%
 
4 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
204132 1 0.0%
 
211905 1 0.0%
 
215935 1 0.0%
 
224181 1 0.0%
 
244070 1 0.0%
 

Air_Trans_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Air_Trans_Total_Expend
Numeric

Distinct count 1670
Unique (%) 81.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 29627
Minimum 0
Maximum 560474
Zeros (%) 13.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1111.5
Median 5264.5
Q3 26326
95-th percentile 139370
Maximum 560474
Range 560474
Interquartile range 25214

Descriptive statistics

Standard deviation 65049
Coef of variation 2.1956
Kurtosis 23.939
Mean 29627
MAD 36222
Skewness 4.3647
Sum 60439600
Variance 4231400000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 272 13.3%
 
197 4 0.2%
 
789 3 0.1%
 
6687 3 0.1%
 
4253 3 0.1%
 
3004 3 0.1%
 
52 3 0.1%
 
1553 3 0.1%
 
91480 2 0.1%
 
1415 2 0.1%
 
Other values (1660) 1742 85.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 272 13.3%
 
6 1 0.0%
 
13 1 0.0%
 
15 1 0.0%
 
20 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
537839 1 0.0%
 
551839 1 0.0%
 
555528 1 0.0%
 
555880 1 0.0%
 
560474 1 0.0%
 

Alcoholic_Beverage_Lic
Numeric

Distinct count 1669
Unique (%) 81.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6573.2
Minimum 0
Maximum 257601
Zeros (%) 6.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 787.25
Median 2182.5
Q3 6787.2
95-th percentile 30977
Maximum 257601
Range 257601
Interquartile range 6000

Descriptive statistics

Standard deviation 12914
Coef of variation 1.9646
Kurtosis 92.184
Mean 6573.2
MAD 7041
Skewness 6.9565
Sum 13409315
Variance 166760000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 122 6.0%
 
7 7 0.3%
 
243 6 0.3%
 
1936 6 0.3%
 
9 5 0.2%
 
241 5 0.2%
 
239 5 0.2%
 
260 4 0.2%
 
252 4 0.2%
 
540 4 0.2%
 
Other values (1659) 1872 91.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 122 6.0%
 
1 1 0.0%
 
2 1 0.0%
 
5 2 0.1%
 
6 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
74711 1 0.0%
 
133757 1 0.0%
 
143858 1 0.0%
 
153263 1 0.0%
 
257601 1 0.0%
 

Alcoholic_Beverage_Tax
Numeric

Distinct count 2018
Unique (%) 98.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 79131
Minimum 0
Maximum 1191961
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 5585.2
Q1 14824
Median 40393
Q3 95432
95-th percentile 294650
Maximum 1191961
Range 1191961
Interquartile range 80607

Descriptive statistics

Standard deviation 116140
Coef of variation 1.4677
Kurtosis 20.815
Mean 79131
MAD 70611
Skewness 3.8372
Sum 161426704
Variance 13489000000
Memory size 16.0 KiB
Value Count Frequency (%)  
14232 3 0.1%
 
12707 2 0.1%
 
12239 2 0.1%
 
5507 2 0.1%
 
23159 2 0.1%
 
7609 2 0.1%
 
7513 2 0.1%
 
45955 2 0.1%
 
39626 2 0.1%
 
9682 2 0.1%
 
Other values (2008) 2019 99.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1 0.0%
 
1000 1 0.0%
 
1064 1 0.0%
 
1090 1 0.0%
 
1102 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
937614 1 0.0%
 
984423 1 0.0%
 
1068051 1 0.0%
 
1147565 1 0.0%
 
1191961 1 0.0%
 

Amusement_License
Numeric

Distinct count 1049
Unique (%) 51.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5818.2
Minimum 0
Maximum 313973
Zeros (%) 25.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 224.5
Q3 1272.8
95-th percentile 33482
Maximum 313973
Range 313973
Interquartile range 1272.8

Descriptive statistics

Standard deviation 21629
Coef of variation 3.7176
Kurtosis 67.91
Mean 5818.2
MAD 9012.5
Skewness 7.09
Sum 11869078
Variance 467830000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 518 25.4%
 
1 12 0.6%
 
107 11 0.5%
 
29 9 0.4%
 
28 9 0.4%
 
37 8 0.4%
 
15 8 0.4%
 
14 8 0.4%
 
16 8 0.4%
 
87 7 0.3%
 
Other values (1039) 1442 70.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 518 25.4%
 
1 12 0.6%
 
2 6 0.3%
 
3 2 0.1%
 
4 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
204763 1 0.0%
 
221533 1 0.0%
 
261229 1 0.0%
 
304930 1 0.0%
 
313973 1 0.0%
 

Amusement_Tax
Numeric

Distinct count 1119
Unique (%) 54.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 58716
Minimum 0
Maximum 1499664
Zeros (%) 35.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 230.5
Q3 10236
95-th percentile 398240
Maximum 1499664
Range 1499664
Interquartile range 10236

Descriptive statistics

Standard deviation 173140
Coef of variation 2.9488
Kurtosis 20.665
Mean 58716
MAD 92594
Skewness 4.2119
Sum 119781613
Variance 29978000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 731 35.8%
 
196 11 0.5%
 
105 6 0.3%
 
81 6 0.3%
 
12 6 0.3%
 
72 6 0.3%
 
99 5 0.2%
 
90 4 0.2%
 
21 4 0.2%
 
97 4 0.2%
 
Other values (1109) 1257 61.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 731 35.8%
 
2 1 0.0%
 
3 2 0.1%
 
4 1 0.0%
 
5 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1400232 1 0.0%
 
1408047 1 0.0%
 
1415734 1 0.0%
 
1447200 1 0.0%
 
1499664 1 0.0%
 

Beg_LTD_Out_All_Other
Highly correlated

This variable is highly correlated with Total_Beg_LTD_Out and should be ignored for analysis

Correlation 0.97486

Beg_LTD_Out_Education
Numeric

Distinct count 150
Unique (%) 7.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 133450
Minimum 0
Maximum 21162959
Zeros (%) 92.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 219780
Maximum 21162959
Range 21162959
Interquartile range 0

Descriptive statistics

Standard deviation 997230
Coef of variation 7.4727
Kurtosis 241.31
Mean 133450
MAD 249580
Skewness 13.908
Sum 272235865
Variance 994460000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1891 92.7%
 
23215 1 0.0%
 
8743582 1 0.0%
 
184982 1 0.0%
 
152202 1 0.0%
 
4125290 1 0.0%
 
8352360 1 0.0%
 
141927 1 0.0%
 
4729427 1 0.0%
 
213580 1 0.0%
 
Other values (140) 140 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 1891 92.7%
 
1 1 0.0%
 
3 1 0.0%
 
125 1 0.0%
 
260 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8743582 1 0.0%
 
9220991 1 0.0%
 
18199958 1 0.0%
 
19795510 1 0.0%
 
21162959 1 0.0%
 

Beg_LTD_Out_Elec_Util
Numeric

Distinct count 14
Unique (%) 0.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 11499
Minimum 0
Maximum 8803796
Zeros (%) 99.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 8803796
Range 8803796
Interquartile range 0

Descriptive statistics

Standard deviation 225460
Coef of variation 19.607
Kurtosis 1154.7
Mean 11499
MAD 22829
Skewness 31.318
Sum 23458155
Variance 50834000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2025 99.3%
 
68945 3 0.1%
 
2240033 1 0.0%
 
140786 1 0.0%
 
8803796 1 0.0%
 
2213108 1 0.0%
 
146567 1 0.0%
 
1375210 1 0.0%
 
1246060 1 0.0%
 
144160 1 0.0%
 
Other values (4) 4 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 2025 99.3%
 
68945 3 0.1%
 
140786 1 0.0%
 
144160 1 0.0%
 
146567 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2117740 1 0.0%
 
2213108 1 0.0%
 
2240033 1 0.0%
 
2308115 1 0.0%
 
8803796 1 0.0%
 

Beg_LTD_Out_Gas_Util
Numeric

Distinct count 4
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0348
Minimum 0
Maximum 1673
Zeros (%) 99.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1673
Range 1673
Interquartile range 0

Descriptive statistics

Standard deviation 54.261
Coef of variation 26.666
Kurtosis 779.9
Mean 2.0348
MAD 4.0636
Skewness 27.595
Sum 4151
Variance 2944.2
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2037 99.9%
 
1673 1 0.0%
 
1506 1 0.0%
 
972 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 2037 99.9%
 
972 1 0.0%
 
1506 1 0.0%
 
1673 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0 2037 99.9%
 
972 1 0.0%
 
1506 1 0.0%
 
1673 1 0.0%
 

Beg_LTD_Out_General
Numeric

Distinct count 1054
Unique (%) 51.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3682500
Minimum 0
Maximum 92566361
Zeros (%) 48.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 577680
Q3 3983000
95-th percentile 15786000
Maximum 92566361
Range 92566361
Interquartile range 3983000

Descriptive statistics

Standard deviation 8276400
Coef of variation 2.2475
Kurtosis 32.511
Mean 3682500
MAD 4445100
Skewness 4.9702
Sum 7512236779
Variance 68498000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 985 48.3%
 
49650 2 0.1%
 
1266184 2 0.1%
 
74790940 1 0.0%
 
4362948 1 0.0%
 
7253914 1 0.0%
 
1471833 1 0.0%
 
1792904 1 0.0%
 
14157352 1 0.0%
 
5679798 1 0.0%
 
Other values (1044) 1044 51.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 985 48.3%
 
49650 2 0.1%
 
61158 1 0.0%
 
110653 1 0.0%
 
120525 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
68249760 1 0.0%
 
72649281 1 0.0%
 
74790940 1 0.0%
 
84244988 1 0.0%
 
92566361 1 0.0%
 

Beg_LTD_Out_Other_NEC
Highly correlated

This variable is highly correlated with Beg_LTD_Out_General and should be ignored for analysis

Correlation 0.94187

Beg_LTD_Out_Priv_Purp
Numeric

Distinct count 156
Unique (%) 7.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 357240
Minimum 0
Maximum 29203058
Zeros (%) 92.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1848900
Maximum 29203058
Range 29203058
Interquartile range 0

Descriptive statistics

Standard deviation 2011100
Coef of variation 5.6295
Kurtosis 91.839
Mean 357240
MAD 660190
Skewness 8.8804
Sum 728762477
Variance 4044400000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1885 92.4%
 
1530467 1 0.0%
 
3322622 1 0.0%
 
3328746 1 0.0%
 
3846875 1 0.0%
 
5986973 1 0.0%
 
22053701 1 0.0%
 
29203058 1 0.0%
 
3541609 1 0.0%
 
7324245 1 0.0%
 
Other values (146) 146 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 1885 92.4%
 
491309 1 0.0%
 
553750 1 0.0%
 
555512 1 0.0%
 
576518 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
22521515 1 0.0%
 
23429109 1 0.0%
 
23887067 1 0.0%
 
24756426 1 0.0%
 
29203058 1 0.0%
 

Beg_LTD_Out_Private_Purp
Numeric

Distinct count 767
Unique (%) 37.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2430500
Minimum 0
Maximum 37879484
Zeros (%) 62.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 2155100
95-th percentile 13267000
Maximum 37879484
Range 37879484
Interquartile range 2155100

Descriptive statistics

Standard deviation 5564000
Coef of variation 2.2893
Kurtosis 12.841
Mean 2430500
MAD 3318600
Skewness 3.4231
Sum 4958136113
Variance 30958000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1273 62.4%
 
2664878 2 0.1%
 
3312223 1 0.0%
 
2411149 1 0.0%
 
1014411 1 0.0%
 
22053701 1 0.0%
 
2656899 1 0.0%
 
3873409 1 0.0%
 
4885119 1 0.0%
 
5296766 1 0.0%
 
Other values (757) 757 37.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1273 62.4%
 
347799 1 0.0%
 
385166 1 0.0%
 
389339 1 0.0%
 
431458 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
34850307 1 0.0%
 
34867235 1 0.0%
 
36860751 1 0.0%
 
37289368 1 0.0%
 
37879484 1 0.0%
 

Beg_LTD_Out_Trans_Util
Highly correlated

This variable is highly correlated with Beg_LTD_Out_Utility and should be ignored for analysis

Correlation 0.96643

Beg_LTD_Out_Utility
Numeric

Distinct count 32
Unique (%) 1.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 30738
Minimum 0
Maximum 20982709
Zeros (%) 98.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 20982709
Range 20982709
Interquartile range 0

Descriptive statistics

Standard deviation 636350
Coef of variation 20.703
Kurtosis 774.11
Mean 30738
MAD 60677
Skewness 26.939
Sum 62704819
Variance 404940000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2006 98.3%
 
68945 3 0.1%
 
1091 2 0.1%
 
803589 1 0.0%
 
123550 1 0.0%
 
719480 1 0.0%
 
72205 1 0.0%
 
2519 1 0.0%
 
1286452 1 0.0%
 
2995 1 0.0%
 
Other values (22) 22 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 2006 98.3%
 
1 1 0.0%
 
1091 2 0.1%
 
1567 1 0.0%
 
2043 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2240033 1 0.0%
 
2308115 1 0.0%
 
12997990 1 0.0%
 
13993248 1 0.0%
 
20982709 1 0.0%
 

Beg_LTD_Out_Water_Util
Numeric

Distinct count 22
Unique (%) 1.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1747.7
Minimum 0
Maximum 1121250
Zeros (%) 98.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1121250
Range 1121250
Interquartile range 0

Descriptive statistics

Standard deviation 35156
Coef of variation 20.116
Kurtosis 721.78
Mean 1747.7
MAD 3465.1
Skewness 25.99
Sum 3565312
Variance 1236000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2018 98.9%
 
1091 2 0.1%
 
719480 1 0.0%
 
1 1 0.0%
 
135235 1 0.0%
 
92305 1 0.0%
 
314 1 0.0%
 
319 1 0.0%
 
324 1 0.0%
 
2519 1 0.0%
 
Other values (12) 12 0.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 2018 98.9%
 
1 1 0.0%
 
314 1 0.0%
 
319 1 0.0%
 
324 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
130585 1 0.0%
 
135235 1 0.0%
 
719480 1 0.0%
 
803589 1 0.0%
 
1121250 1 0.0%
 

Bond_Fd_Cash___Sec
Numeric

Distinct count 2004
Unique (%) 98.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 561990
Minimum 0
Maximum 18371913
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 6322.6
Q1 81880
Median 231780
Q3 542070
95-th percentile 2336100
Maximum 18371913
Range 18371913
Interquartile range 460190

Descriptive statistics

Standard deviation 1165300
Coef of variation 2.0735
Kurtosis 71.234
Mean 561990
MAD 571800
Skewness 6.9011
Sum 1146466538
Variance 1358000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 34 1.7%
 
263036 2 0.1%
 
110233 2 0.1%
 
28819 2 0.1%
 
206285 1 0.0%
 
243106 1 0.0%
 
114081 1 0.0%
 
353696 1 0.0%
 
388511 1 0.0%
 
1847294 1 0.0%
 
Other values (1994) 1994 97.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 34 1.7%
 
52 1 0.0%
 
75 1 0.0%
 
82 1 0.0%
 
84 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10832496 1 0.0%
 
12816172 1 0.0%
 
14109006 1 0.0%
 
16601543 1 0.0%
 
18371913 1 0.0%
 

Cen_Staff_Cap_Outlay
Numeric

Distinct count 1474
Unique (%) 72.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2355.5
Minimum 0
Maximum 99556
Zeros (%) 0.7%

Quantile statistics

Minimum 0
5-th percentile 74
Q1 332
Median 871.5
Q3 2173.8
95-th percentile 9765.9
Maximum 99556
Range 99556
Interquartile range 1841.8

Descriptive statistics

Standard deviation 5151.7
Coef of variation 2.1871
Kurtosis 102.19
Mean 2355.5
MAD 2482.6
Skewness 7.8625
Sum 4805233
Variance 26540000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 14 0.7%
 
128 7 0.3%
 
87 6 0.3%
 
102 6 0.3%
 
53 6 0.3%
 
835 5 0.2%
 
111 5 0.2%
 
129 5 0.2%
 
334 5 0.2%
 
272 4 0.2%
 
Other values (1464) 1977 96.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 14 0.7%
 
7 2 0.1%
 
10 1 0.0%
 
11 1 0.0%
 
12 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
47503 1 0.0%
 
48934 1 0.0%
 
51804 1 0.0%
 
79037 1 0.0%
 
99556 1 0.0%
 

Cen_Staff_Construction
Numeric

Distinct count 560
Unique (%) 27.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 650.32
Minimum 0
Maximum 77353
Zeros (%) 46.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 3
Q3 132
95-th percentile 2927.6
Maximum 77353
Range 77353
Interquartile range 132

Descriptive statistics

Standard deviation 3063
Coef of variation 4.71
Kurtosis 243.24
Mean 650.32
MAD 1033.7
Skewness 12.745
Sum 1326647
Variance 9381800
Memory size 16.0 KiB
Value Count Frequency (%)  
0 944 46.3%
 
1 30 1.5%
 
2 29 1.4%
 
3 26 1.3%
 
5 19 0.9%
 
6 18 0.9%
 
15 16 0.8%
 
4 13 0.6%
 
13 12 0.6%
 
18 12 0.6%
 
Other values (550) 921 45.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 944 46.3%
 
1 30 1.5%
 
2 29 1.4%
 
3 26 1.3%
 
4 13 0.6%
 

Maximum 5 values

Value Count Frequency (%)  
30588 1 0.0%
 
35363 1 0.0%
 
35426 1 0.0%
 
46729 1 0.0%
 
77353 1 0.0%
 

Cen_Staff_Current_Exp
Highly correlated

This variable is highly correlated with Cen_Staff_Direct_Exp and should be ignored for analysis

Correlation 0.99768

Cen_Staff_Direct_Exp
Highly correlated

This variable is highly correlated with Cen_Staff_Total_Expend and should be ignored for analysis

Correlation 0.99892

Cen_Staff_IG_Local_Govts
Numeric

Distinct count 520
Unique (%) 25.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 716.48
Minimum 0
Maximum 49954
Zeros (%) 66.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 99.25
95-th percentile 3535
Maximum 49954
Range 49954
Interquartile range 99.25

Descriptive statistics

Standard deviation 3277.2
Coef of variation 4.5741
Kurtosis 100.45
Mean 716.48
MAD 1166
Skewness 9.1056
Sum 1461619
Variance 10740000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1352 66.3%
 
72 18 0.9%
 
1 12 0.6%
 
3 9 0.4%
 
26 5 0.2%
 
141 5 0.2%
 
20 5 0.2%
 
5 5 0.2%
 
4 5 0.2%
 
14 4 0.2%
 
Other values (510) 620 30.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1352 66.3%
 
1 12 0.6%
 
2 4 0.2%
 
3 9 0.4%
 
4 5 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
38172 1 0.0%
 
40169 1 0.0%
 
40332 1 0.0%
 
46252 1 0.0%
 
49954 1 0.0%
 

Cen_Staff_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Cen_Staff_Total_Expend
Numeric

Distinct count 2021
Unique (%) 99.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 62281
Minimum 2728
Maximum 463291
Zeros (%) 0.0%

Quantile statistics

Minimum 2728
5-th percentile 7935.9
Q1 19852
Median 39015
Q3 74840
95-th percentile 209140
Maximum 463291
Range 460563
Interquartile range 54989

Descriptive statistics

Standard deviation 70128
Coef of variation 1.126
Kurtosis 8.0031
Mean 62281
MAD 46283
Skewness 2.6312
Sum 127053432
Variance 4917900000
Memory size 16.0 KiB
Value Count Frequency (%)  
6689 3 0.1%
 
18183 2 0.1%
 
18128 2 0.1%
 
14178 2 0.1%
 
33000 2 0.1%
 
36186 2 0.1%
 
13941 2 0.1%
 
90661 2 0.1%
 
17749 2 0.1%
 
40303 2 0.1%
 
Other values (2011) 2019 99.0%
 

Minimum 5 values

Value Count Frequency (%)  
2728 1 0.0%
 
3339 1 0.0%
 
3612 1 0.0%
 
3858 1 0.0%
 
3950 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
441173 1 0.0%
 
442566 1 0.0%
 
448397 1 0.0%
 
450547 1 0.0%
 
463291 1 0.0%
 

Chg_Air_Transportation
Numeric

Distinct count 715
Unique (%) 35.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 15223
Minimum 0
Maximum 703536
Zeros (%) 54.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 491.75
95-th percentile 78844
Maximum 703536
Range 703536
Interquartile range 491.75

Descriptive statistics

Standard deviation 61361
Coef of variation 4.0309
Kurtosis 45.249
Mean 15223
MAD 25984
Skewness 6.1637
Sum 31054450
Variance 3765200000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1111 54.5%
 
1 18 0.9%
 
2 12 0.6%
 
5 8 0.4%
 
14 8 0.4%
 
3 7 0.3%
 
17 5 0.2%
 
65 5 0.2%
 
18 5 0.2%
 
96 4 0.2%
 
Other values (705) 857 42.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1111 54.5%
 
1 18 0.9%
 
2 12 0.6%
 
3 7 0.3%
 
4 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
575999 1 0.0%
 
583104 1 0.0%
 
627384 1 0.0%
 
668690 1 0.0%
 
703536 1 0.0%
 

Chg_All_Other_NEC
Numeric

Distinct count 2027
Unique (%) 99.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 142770
Minimum 1293
Maximum 4380234
Zeros (%) 0.0%

Quantile statistics

Minimum 1293
5-th percentile 6730.8
Q1 27015
Median 66176
Q3 159900
95-th percentile 555310
Maximum 4380234
Range 4378941
Interquartile range 132880

Descriptive statistics

Standard deviation 238830
Coef of variation 1.6728
Kurtosis 73.464
Mean 142770
MAD 132710
Skewness 6.3121
Sum 291260412
Variance 57041000000
Memory size 16.0 KiB
Value Count Frequency (%)  
28922 2 0.1%
 
16659 2 0.1%
 
8600 2 0.1%
 
6257 2 0.1%
 
26971 2 0.1%
 
72938 2 0.1%
 
13444 2 0.1%
 
72780 2 0.1%
 
84755 2 0.1%
 
13010 2 0.1%
 
Other values (2017) 2020 99.0%
 

Minimum 5 values

Value Count Frequency (%)  
1293 1 0.0%
 
1509 1 0.0%
 
1726 1 0.0%
 
1933 1 0.0%
 
1941 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1743146 1 0.0%
 
2143038 1 0.0%
 
2483390 1 0.0%
 
3173610 1 0.0%
 
4380234 1 0.0%
 

Chg_Elem_Ed_NEC
Numeric

Distinct count 129
Unique (%) 6.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 209.88
Minimum 0
Maximum 17425
Zeros (%) 93.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 215.15
Maximum 17425
Range 17425
Interquartile range 0

Descriptive statistics

Standard deviation 1155.8
Coef of variation 5.5071
Kurtosis 61.829
Mean 209.88
MAD 395.82
Skewness 7.1613
Sum 428150
Variance 1335900
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1903 93.3%
 
8 3 0.1%
 
1012 3 0.1%
 
16 2 0.1%
 
2 2 0.1%
 
10 2 0.1%
 
4 2 0.1%
 
161 2 0.1%
 
4346 1 0.0%
 
4397 1 0.0%
 
Other values (119) 119 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 1903 93.3%
 
2 2 0.1%
 
3 1 0.0%
 
4 2 0.1%
 
6 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9835 1 0.0%
 
10015 1 0.0%
 
11798 1 0.0%
 
12436 1 0.0%
 
17425 1 0.0%
 

Chg_Elem_Ed_Sch_Lunch
Highly correlated

This variable is highly correlated with Chg_Total_Elem_Education and should be ignored for analysis

Correlation 0.96385

Chg_Elem_Ed_Tuition
Highly correlated

This variable is highly correlated with Chg_Elem_Ed_Sch_Lunch and should be ignored for analysis

Correlation 0.94394

Chg_Highways
Numeric

Distinct count 1902
Unique (%) 93.2%
Missing (%) 0.0%
Missing (n) 1
Infinite (%) 0.0%
Infinite (n) 0
Mean 86108
Minimum 0
Maximum 3969900
Zeros (%) 3.0%

Quantile statistics

Minimum 0
5-th percentile 38.8
Q1 2067
Median 15277
Q3 65798
95-th percentile 428170
Maximum 3969900
Range 3969900
Interquartile range 63731

Descriptive statistics

Standard deviation 210710
Coef of variation 2.447
Kurtosis 71.595
Mean 86108
MAD 108680
Skewness 6.3119
Sum 175570000
Variance 44397000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 62 3.0%
 
9.0 7 0.3%
 
5.0 4 0.2%
 
93.0 4 0.2%
 
618.0 3 0.1%
 
7.0 3 0.1%
 
2.0 3 0.1%
 
37453.0 2 0.1%
 
1037.0 2 0.1%
 
170.0 2 0.1%
 
Other values (1891) 1947 95.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 62 3.0%
 
2.0 3 0.1%
 
3.0 2 0.1%
 
5.0 4 0.2%
 
7.0 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1614108.0 1 0.0%
 
1645300.0 1 0.0%
 
1729882.0 1 0.0%
 
1795114.0 1 0.0%
 
3969888.0 1 0.0%
 

Chg_Hospitals
Highly correlated

This variable is highly correlated with Total_General_Charges and should be ignored for analysis

Correlation 0.91247

Chg_Housing___Comm_Dev
Numeric

Distinct count 1626
Unique (%) 79.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 7897
Minimum 0
Maximum 145869
Zeros (%) 15.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 655.25
Median 3166.5
Q3 9968.2
95-th percentile 29955
Maximum 145869
Range 145869
Interquartile range 9313

Descriptive statistics

Standard deviation 13552
Coef of variation 1.716
Kurtosis 25.174
Mean 7897
MAD 8005.5
Skewness 4.2429
Sum 16109974
Variance 183640000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 315 15.4%
 
418 3 0.1%
 
1207 3 0.1%
 
855 3 0.1%
 
1261 3 0.1%
 
3310 3 0.1%
 
2886 3 0.1%
 
235 3 0.1%
 
60 3 0.1%
 
2867 3 0.1%
 
Other values (1616) 1698 83.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 315 15.4%
 
5 1 0.0%
 
20 1 0.0%
 
25 1 0.0%
 
26 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
107979 1 0.0%
 
116112 1 0.0%
 
125714 1 0.0%
 
133173 1 0.0%
 
145869 1 0.0%
 

Chg_Misc_Com_Activ
Numeric

Distinct count 410
Unique (%) 20.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 23290
Minimum 0
Maximum 4836199
Zeros (%) 78.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 35535
Maximum 4836199
Range 4836199
Interquartile range 0

Descriptive statistics

Standard deviation 245370
Coef of variation 10.536
Kurtosis 236.58
Mean 23290
MAD 42995
Skewness 15.03
Sum 47510658
Variance 60206000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1601 78.5%
 
1599 7 0.3%
 
769 2 0.1%
 
6260 2 0.1%
 
137 2 0.1%
 
708 2 0.1%
 
153 2 0.1%
 
3023 2 0.1%
 
263 2 0.1%
 
1540 2 0.1%
 
Other values (400) 416 20.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1601 78.5%
 
1 2 0.1%
 
8 2 0.1%
 
10 1 0.0%
 
12 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
3649103 1 0.0%
 
3670647 1 0.0%
 
3886520 1 0.0%
 
4030867 1 0.0%
 
4836199 1 0.0%
 

Chg_Parking
Numeric

Distinct count 100
Unique (%) 4.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 419.99
Minimum 0
Maximum 44623
Zeros (%) 95.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 44623
Range 44623
Interquartile range 0

Descriptive statistics

Standard deviation 2833
Coef of variation 6.7455
Kurtosis 124.45
Mean 419.99
MAD 799.37
Skewness 10.146
Sum 856770
Variance 8026000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1940 95.1%
 
2554 2 0.1%
 
2605 1 0.0%
 
439 1 0.0%
 
6630 1 0.0%
 
6633 1 0.0%
 
2568 1 0.0%
 
21002 1 0.0%
 
2574 1 0.0%
 
2578 1 0.0%
 
Other values (90) 90 4.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1940 95.1%
 
2 1 0.0%
 
339 1 0.0%
 
389 1 0.0%
 
395 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
37847 1 0.0%
 
40583 1 0.0%
 
41281 1 0.0%
 
42014 1 0.0%
 
44623 1 0.0%
 

Chg_Parks___Recreation
Numeric

Distinct count 1900
Unique (%) 93.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 19503
Minimum 0
Maximum 421818
Zeros (%) 2.3%

Quantile statistics

Minimum 0
5-th percentile 310.1
Q1 2346.8
Median 7029.5
Q3 19142
95-th percentile 82488
Maximum 421818
Range 421818
Interquartile range 16795

Descriptive statistics

Standard deviation 39558
Coef of variation 2.0283
Kurtosis 26.254
Mean 19503
MAD 20551
Skewness 4.6175
Sum 39786809
Variance 1564900000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 47 2.3%
 
2242 3 0.1%
 
1339 3 0.1%
 
605 3 0.1%
 
1123 3 0.1%
 
484 2 0.1%
 
1535 2 0.1%
 
4096 2 0.1%
 
24995 2 0.1%
 
2 2 0.1%
 
Other values (1890) 1971 96.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 47 2.3%
 
2 2 0.1%
 
3 2 0.1%
 
4 1 0.0%
 
5 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
306942 1 0.0%
 
320408 1 0.0%
 
324293 1 0.0%
 
375059 1 0.0%
 
421818 1 0.0%
 

Chg_Regular_Highways
Numeric

Distinct count 1654
Unique (%) 81.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6038
Minimum 0
Maximum 155512
Zeros (%) 9.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 584.25
Median 1991
Q3 6786
95-th percentile 27783
Maximum 155512
Range 155512
Interquartile range 6201.8

Descriptive statistics

Standard deviation 10798
Coef of variation 1.7883
Kurtosis 41.716
Mean 6038
MAD 6442.3
Skewness 4.8605
Sum 12317458
Variance 116600000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 183 9.0%
 
9 8 0.4%
 
2 4 0.2%
 
5 4 0.2%
 
7 4 0.2%
 
450 3 0.1%
 
306 3 0.1%
 
93 3 0.1%
 
101 3 0.1%
 
1168 3 0.1%
 
Other values (1644) 1822 89.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 183 9.0%
 
1 1 0.0%
 
2 4 0.2%
 
3 2 0.1%
 
4 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
76189 1 0.0%
 
90026 1 0.0%
 
113429 1 0.0%
 
142334 1 0.0%
 
155512 1 0.0%
 

Chg_Sewerage
Numeric

Distinct count 321
Unique (%) 15.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5698.5
Minimum 0
Maximum 453071
Zeros (%) 82.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 6537.8
Maximum 453071
Range 453071
Interquartile range 0

Descriptive statistics

Standard deviation 35840
Coef of variation 6.2893
Kurtosis 84.617
Mean 5698.5
MAD 10577
Skewness 8.6982
Sum 11624898
Variance 1284500000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1683 82.5%
 
1 6 0.3%
 
127 4 0.2%
 
4 4 0.2%
 
9 4 0.2%
 
5 3 0.1%
 
8 3 0.1%
 
10 3 0.1%
 
58 2 0.1%
 
748 2 0.1%
 
Other values (311) 326 16.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1683 82.5%
 
1 6 0.3%
 
2 2 0.1%
 
3 1 0.0%
 
4 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
410552 1 0.0%
 
418181 1 0.0%
 
431768 1 0.0%
 
446987 1 0.0%
 
453071 1 0.0%
 

Chg_Solid_Waste_Mgmt
Numeric

Distinct count 683
Unique (%) 33.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5272.1
Minimum 0
Maximum 180514
Zeros (%) 63.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1180
95-th percentile 29113
Maximum 180514
Range 180514
Interquartile range 1180

Descriptive statistics

Standard deviation 19446
Coef of variation 3.6885
Kurtosis 40.044
Mean 5272.1
MAD 8268.6
Skewness 5.9318
Sum 10754985
Variance 378140000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1298 63.6%
 
1 8 0.4%
 
4 6 0.3%
 
5 6 0.3%
 
2 5 0.2%
 
512 3 0.1%
 
3 3 0.1%
 
6 3 0.1%
 
75 3 0.1%
 
198 3 0.1%
 
Other values (673) 702 34.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1298 63.6%
 
1 8 0.4%
 
2 5 0.2%
 
3 3 0.1%
 
4 6 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
171703 1 0.0%
 
171848 1 0.0%
 
175490 1 0.0%
 
180093 1 0.0%
 
180514 1 0.0%
 

Chg_Toll_Highways
Highly correlated

This variable is highly correlated with Chg_Highways and should be ignored for analysis

Correlation 0.99869

Chg_Total_Education
Highly correlated

This variable is highly correlated with Total_General_Charges and should be ignored for analysis

Correlation 0.9535

Chg_Total_Elem_Education
Numeric

Distinct count 162
Unique (%) 7.9%
Missing (%) 2.0%
Missing (n) 41
Infinite (%) 0.0%
Infinite (n) 0
Mean 664.77
Minimum 0
Maximum 35966
Zeros (%) 89.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2040
Maximum 35966
Range 35966
Interquartile range 0

Descriptive statistics

Standard deviation 3673.1
Coef of variation 5.5254
Kurtosis 53.466
Mean 664.77
MAD 1233.4
Skewness 7.1004
Sum 1328900
Variance 13492000
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1827 89.6%
 
16.0 3 0.1%
 
1561.0 3 0.1%
 
89.0 2 0.1%
 
2101.0 2 0.1%
 
161.0 2 0.1%
 
2040.0 2 0.1%
 
4176.0 2 0.1%
 
83.0 2 0.1%
 
49.0 2 0.1%
 
Other values (151) 152 7.5%
 
(Missing) 41 2.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1827 89.6%
 
3.0 1 0.0%
 
4.0 1 0.0%
 
6.0 1 0.0%
 
7.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
34027.0 1 0.0%
 
34358.0 1 0.0%
 
34672.0 1 0.0%
 
35751.0 1 0.0%
 
35966.0 1 0.0%
 

Chg_Total_High_Ed
Highly correlated

This variable is highly correlated with Chg_Total_Education and should be ignored for analysis

Correlation 0.99955

Chg_Total_Nat_Res
Numeric

Distinct count 1956
Unique (%) 95.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 32733
Minimum 0
Maximum 1301975
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 882.8
Q1 4964.8
Median 12036
Q3 25018
95-th percentile 76557
Maximum 1301975
Range 1301975
Interquartile range 20053

Descriptive statistics

Standard deviation 105490
Coef of variation 3.2226
Kurtosis 77.162
Mean 32733
MAD 35665
Skewness 8.306
Sum 66775615
Variance 11127000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 39 1.9%
 
12118 3 0.1%
 
1691 2 0.1%
 
11708 2 0.1%
 
24645 2 0.1%
 
1465 2 0.1%
 
19650 2 0.1%
 
11657 2 0.1%
 
1133 2 0.1%
 
3612 2 0.1%
 
Other values (1946) 1982 97.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 39 1.9%
 
71 1 0.0%
 
196 1 0.0%
 
208 1 0.0%
 
220 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1094781 1 0.0%
 
1108279 1 0.0%
 
1215809 1 0.0%
 
1297670 1 0.0%
 
1301975 1 0.0%
 

Chg_Water_Transport
Numeric

Distinct count 661
Unique (%) 32.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 13412
Minimum 0
Maximum 440842
Zeros (%) 66.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 2746.2
95-th percentile 73902
Maximum 440842
Range 440842
Interquartile range 2746.2

Descriptive statistics

Standard deviation 39243
Coef of variation 2.926
Kurtosis 36.852
Mean 13412
MAD 20748
Skewness 5.2841
Sum 27359958
Variance 1540000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1353 66.3%
 
72 3 0.1%
 
16760 3 0.1%
 
9 3 0.1%
 
1 3 0.1%
 
250 2 0.1%
 
23973 2 0.1%
 
88 2 0.1%
 
98 2 0.1%
 
68 2 0.1%
 
Other values (651) 665 32.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 1353 66.3%
 
1 3 0.1%
 
2 1 0.0%
 
4 1 0.0%
 
5 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
346263 1 0.0%
 
356493 1 0.0%
 
383714 1 0.0%
 
439088 1 0.0%
 
440842 1 0.0%
 

Corp_Net_Income_Tax
Highly correlated

This variable is highly correlated with Total_Income_Taxes and should be ignored for analysis

Correlation 0.9232

Corporation_License
Numeric

Distinct count 1915
Unique (%) 93.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 103350
Minimum 0
Maximum 4824007
Zeros (%) 3.0%

Quantile statistics

Minimum 0
5-th percentile 467.95
Q1 3457.8
Median 13119
Q3 65067
95-th percentile 494200
Maximum 4824007
Range 4824007
Interquartile range 61609

Descriptive statistics

Standard deviation 332610
Coef of variation 3.2184
Kurtosis 88.699
Mean 103350
MAD 137390
Skewness 8.2379
Sum 210826239
Variance 110630000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 61 3.0%
 
2278 3 0.1%
 
4000 3 0.1%
 
3987 3 0.1%
 
27828 3 0.1%
 
6385 3 0.1%
 
11343 2 0.1%
 
783 2 0.1%
 
2367 2 0.1%
 
3255 2 0.1%
 
Other values (1905) 1956 95.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 61 3.0%
 
108 1 0.0%
 
144 1 0.0%
 
163 1 0.0%
 
184 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3961502 1 0.0%
 
4274325 1 0.0%
 
4474458 1 0.0%
 
4543589 1 0.0%
 
4824007 1 0.0%
 

Correct_Cap_Outlay
Numeric

Distinct count 1968
Unique (%) 96.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 32758
Minimum 0
Maximum 1009416
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 684.8
Q1 3070.8
Median 10716
Q3 32331
95-th percentile 129870
Maximum 1009416
Range 1009416
Interquartile range 29260

Descriptive statistics

Standard deviation 69379
Coef of variation 2.118
Kurtosis 55.039
Mean 32758
MAD 35507
Skewness 6.1179
Sum 66825408
Variance 4813400000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 4 0.2%
 
9787 3 0.1%
 
2170 3 0.1%
 
1075 2 0.1%
 
1883 2 0.1%
 
25756 2 0.1%
 
1174 2 0.1%
 
3217 2 0.1%
 
1139 2 0.1%
 
1160 2 0.1%
 
Other values (1958) 2016 98.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 4 0.2%
 
2 1 0.0%
 
22 1 0.0%
 
66 1 0.0%
 
101 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
608063 1 0.0%
 
728437 1 0.0%
 
786694 1 0.0%
 
887437 1 0.0%
 
1009416 1 0.0%
 

Correct_Construct
Highly correlated

This variable is highly correlated with Correct_Cap_Outlay and should be ignored for analysis

Correlation 0.97994

Correct_Current_Exp
Highly correlated

This variable is highly correlated with Correct_Direct_Exp and should be ignored for analysis

Correlation 0.99824

Correct_Direct_Exp
Highly correlated

This variable is highly correlated with Correct_Total_Exp and should be ignored for analysis

Correlation 0.99826

Correct_IG_Loc_Govts
Numeric

Distinct count 1388
Unique (%) 68.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 32657
Minimum 0
Maximum 541587
Zeros (%) 29.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2705.5
Q3 36061
95-th percentile 169060
Maximum 541587
Range 541587
Interquartile range 36061

Descriptive statistics

Standard deviation 64112
Coef of variation 1.9632
Kurtosis 13.258
Mean 32657
MAD 41521
Skewness 3.1809
Sum 66620822
Variance 4110300000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 594 29.1%
 
1 6 0.3%
 
399 5 0.2%
 
5 4 0.2%
 
2 4 0.2%
 
3 4 0.2%
 
50 3 0.1%
 
3397 3 0.1%
 
165 2 0.1%
 
450 2 0.1%
 
Other values (1378) 1413 69.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 594 29.1%
 
1 6 0.3%
 
2 4 0.2%
 
3 4 0.2%
 
4 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
487275 1 0.0%
 
496318 1 0.0%
 
521143 1 0.0%
 
527224 1 0.0%
 
541587 1 0.0%
 

Correct_IG_To_St
Highly correlated

This variable is highly correlated with IG_Exp_To_State_Govt and should be ignored for analysis

Correlation 1

Correct_Total_Exp
Highly correlated

This variable is highly correlated with General_Current_Oper and should be ignored for analysis

Correlation 0.95092

Death_and_Gift_Tax
Numeric

Distinct count 1870
Unique (%) 91.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 87310
Minimum 0
Maximum 1364261
Zeros (%) 6.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 6276
Median 28757
Q3 84158
95-th percentile 409260
Maximum 1364261
Range 1364261
Interquartile range 77882

Descriptive statistics

Standard deviation 167770
Coef of variation 1.9215
Kurtosis 15.038
Mean 87310
MAD 96222
Skewness 3.6412
Sum 178112319
Variance 28146000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 126 6.2%
 
1 5 0.2%
 
3 5 0.2%
 
4 4 0.2%
 
8 3 0.1%
 
28 3 0.1%
 
40 3 0.1%
 
290 2 0.1%
 
200 2 0.1%
 
50 2 0.1%
 
Other values (1860) 1885 92.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 126 6.2%
 
1 5 0.2%
 
2 1 0.0%
 
3 5 0.2%
 
4 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
1108529 1 0.0%
 
1165247 1 0.0%
 
1219248 1 0.0%
 
1238320 1 0.0%
 
1364261 1 0.0%
 

Direct_Expenditure
Highly correlated

This variable is highly correlated with Total_IG_Expenditure and should be ignored for analysis

Correlation 0.9368

Direct_General_Expend
Highly correlated

This variable is highly correlated with General_Expenditure and should be ignored for analysis

Correlation 0.9576

Docum_and_Stock_Tr_Tax
Numeric

Distinct count 1278
Unique (%) 62.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 81388
Minimum 0
Maximum 4996694
Zeros (%) 36.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 5209.5
Q3 45892
95-th percentile 376780
Maximum 4996694
Range 4996694
Interquartile range 45892

Descriptive statistics

Standard deviation 276040
Coef of variation 3.3917
Kurtosis 110.29
Mean 81388
MAD 114440
Skewness 8.9076
Sum 166032375
Variance 76199000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 748 36.7%
 
142 2 0.1%
 
3469 2 0.1%
 
2608 2 0.1%
 
1862 2 0.1%
 
190 2 0.1%
 
193 2 0.1%
 
3255 2 0.1%
 
2994 2 0.1%
 
5441 2 0.1%
 
Other values (1268) 1274 62.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 748 36.7%
 
1 1 0.0%
 
2 1 0.0%
 
12 1 0.0%
 
37 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2662080 1 0.0%
 
3196454 1 0.0%
 
3755306 1 0.0%
 
4075258 1 0.0%
 
4996694 1 0.0%
 

Educ_NEC_Assistance
Numeric

Distinct count 1494
Unique (%) 73.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 106510
Minimum 0
Maximum 2665885
Zeros (%) 26.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 26897
Q3 106140
95-th percentile 515010
Maximum 2665885
Range 2665885
Interquartile range 106140

Descriptive statistics

Standard deviation 217770
Coef of variation 2.0446
Kurtosis 30.066
Mean 106510
MAD 126230
Skewness 4.5022
Sum 217286793
Variance 47425000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 541 26.5%
 
10059 2 0.1%
 
32389 2 0.1%
 
14015 2 0.1%
 
8902 2 0.1%
 
12342 2 0.1%
 
8523 2 0.1%
 
13038 1 0.0%
 
342765 1 0.0%
 
25242 1 0.0%
 
Other values (1484) 1484 72.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 541 26.5%
 
832 1 0.0%
 
866 1 0.0%
 
1588 1 0.0%
 
1635 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1790304 1 0.0%
 
1842062 1 0.0%
 
2128418 1 0.0%
 
2437528 1 0.0%
 
2665885 1 0.0%
 

Educ_NEC_Cap_Outlay
Numeric

Distinct count 1787
Unique (%) 87.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 10960
Minimum 0
Maximum 1048036
Zeros (%) 2.3%

Quantile statistics

Minimum 0
5-th percentile 100
Q1 1039.2
Median 3261.5
Q3 9144.8
95-th percentile 41233
Maximum 1048036
Range 1048036
Interquartile range 8105.5

Descriptive statistics

Standard deviation 37287
Coef of variation 3.4021
Kurtosis 481.87
Mean 10960
MAD 12516
Skewness 18.901
Sum 22358586
Variance 1390300000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 47 2.3%
 
91 4 0.2%
 
1198 3 0.1%
 
151 3 0.1%
 
217 3 0.1%
 
442 3 0.1%
 
341 3 0.1%
 
243 3 0.1%
 
146 3 0.1%
 
1301 3 0.1%
 
Other values (1777) 1965 96.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 47 2.3%
 
3 1 0.0%
 
5 1 0.0%
 
11 1 0.0%
 
14 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
175832 1 0.0%
 
179675 1 0.0%
 
217261 1 0.0%
 
937684 1 0.0%
 
1048036 1 0.0%
 

Educ_NEC_Construction
Highly correlated

This variable is highly correlated with Educ_NEC_Cap_Outlay and should be ignored for analysis

Correlation 0.99101

Educ_NEC_Current_Exp
Highly correlated

This variable is highly correlated with Educ_NEC_Direct_Expend and should be ignored for analysis

Correlation 0.99578

Educ_NEC_Direct_Expend
Numeric

Distinct count 1995
Unique (%) 97.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 312960
Minimum 0
Maximum 3914306
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 17314
Q1 77051
Median 175700
Q3 378760
95-th percentile 1076000
Maximum 3914306
Range 3914306
Interquartile range 301710

Descriptive statistics

Standard deviation 399900
Coef of variation 1.2778
Kurtosis 16.015
Mean 312960
MAD 259820
Skewness 3.2751
Sum 638445719
Variance 159920000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 40 2.0%
 
37748 2 0.1%
 
59783 2 0.1%
 
137858 2 0.1%
 
214047 2 0.1%
 
229456 2 0.1%
 
37264 2 0.1%
 
504447 1 0.0%
 
48458 1 0.0%
 
77107 1 0.0%
 
Other values (1985) 1985 97.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 40 2.0%
 
8610 1 0.0%
 
8877 1 0.0%
 
9613 1 0.0%
 
9676 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3196750 1 0.0%
 
3248375 1 0.0%
 
3393103 1 0.0%
 
3599702 1 0.0%
 
3914306 1 0.0%
 

Educ_NEC_IG_Local_Govts
Numeric

Distinct count 959
Unique (%) 47.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 139740
Minimum 0
Maximum 9148805
Zeros (%) 49.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2
Q3 9947.5
95-th percentile 805240
Maximum 9148805
Range 9148805
Interquartile range 9947.5

Descriptive statistics

Standard deviation 537080
Coef of variation 3.8435
Kurtosis 96.449
Mean 139740
MAD 229580
Skewness 8.1611
Sum 285067270
Variance 288450000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1010 49.5%
 
2 12 0.6%
 
1 5 0.2%
 
38 4 0.2%
 
238 3 0.1%
 
3 3 0.1%
 
4 3 0.1%
 
5 3 0.1%
 
26 3 0.1%
 
31 3 0.1%
 
Other values (949) 991 48.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 1010 49.5%
 
1 5 0.2%
 
2 12 0.6%
 
3 3 0.1%
 
4 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
4472568 1 0.0%
 
4843249 1 0.0%
 
7011121 1 0.0%
 
8548967 1 0.0%
 
9148805 1 0.0%
 

Educ_NEC_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Educ_NEC_Total_Expend
Numeric

Distinct count 2001
Unique (%) 98.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 452700
Minimum 0
Maximum 9681380
Zeros (%) 2.0%

Quantile statistics

Minimum 0
5-th percentile 22653
Q1 97209
Median 229880
Q3 539710
95-th percentile 1584700
Maximum 9681380
Range 9681380
Interquartile range 442500

Descriptive statistics

Standard deviation 678050
Coef of variation 1.4978
Kurtosis 43.333
Mean 452700
MAD 400090
Skewness 5.0323
Sum 923512989
Variance 459760000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 40 2.0%
 
64877 1 0.0%
 
302015 1 0.0%
 
355663 1 0.0%
 
712017 1 0.0%
 
144722 1 0.0%
 
300374 1 0.0%
 
308568 1 0.0%
 
572761 1 0.0%
 
654687 1 0.0%
 
Other values (1991) 1991 97.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 40 2.0%
 
8610 1 0.0%
 
8877 1 0.0%
 
9943 1 0.0%
 
10085 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5166492 1 0.0%
 
5935030 1 0.0%
 
7424726 1 0.0%
 
9015570 1 0.0%
 
9681380 1 0.0%
 

Elec_Util_Cap_Outlay
Numeric

Distinct count 209
Unique (%) 10.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 14113
Minimum 0
Maximum 1630352
Zeros (%) 89.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 46995
Maximum 1630352
Range 1630352
Interquartile range 0

Descriptive statistics

Standard deviation 87682
Coef of variation 6.213
Kurtosis 121.39
Mean 14113
MAD 26264
Skewness 9.8442
Sum 28789676
Variance 7688100000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1815 89.0%
 
8 4 0.2%
 
1 4 0.2%
 
15 4 0.2%
 
68043 2 0.1%
 
24 2 0.1%
 
17 2 0.1%
 
10 2 0.1%
 
64 2 0.1%
 
2 2 0.1%
 
Other values (199) 201 9.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 1815 89.0%
 
1 4 0.2%
 
2 2 0.1%
 
3 2 0.1%
 
4 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
875957 1 0.0%
 
926559 1 0.0%
 
960707 1 0.0%
 
1331956 1 0.0%
 
1630352 1 0.0%
 

Elec_Util_Construct
Highly correlated

This variable is highly correlated with Elec_Util_Cap_Outlay and should be ignored for analysis

Correlation 0.97449

Elec_Util_Current_Exp
Highly correlated

This variable is highly correlated with Elec_Util_Total_Exp and should be ignored for analysis

Correlation 0.99221

Elec_Util_Inter_Exp
Highly correlated

This variable is highly correlated with Electric_Utility_Rev and should be ignored for analysis

Correlation 0.92459

Elec_Util_Total_Exp
Highly correlated

This variable is highly correlated with Total_Util_Current_Exp and should be ignored for analysis

Correlation 0.91155

Electric_Utility_Rev
Highly correlated

This variable is highly correlated with Total_Utility_Revenue and should be ignored for analysis

Correlation 0.98546

Elem_Educ_Cap_Outlay
Numeric

Distinct count 491
Unique (%) 24.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 13181
Minimum 0
Maximum 1251348
Zeros (%) 73.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 7.25
95-th percentile 76347
Maximum 1251348
Range 1251348
Interquartile range 7.25

Descriptive statistics

Standard deviation 61827
Coef of variation 4.6905
Kurtosis 173.93
Mean 13181
MAD 22428
Skewness 11.144
Sum 26889887
Variance 3822600000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1504 73.7%
 
2 8 0.4%
 
5 4 0.2%
 
7 4 0.2%
 
9 4 0.2%
 
1 4 0.2%
 
31 3 0.1%
 
401 2 0.1%
 
148 2 0.1%
 
171 2 0.1%
 
Other values (481) 503 24.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 1504 73.7%
 
1 4 0.2%
 
2 8 0.4%
 
3 2 0.1%
 
4 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
561267 1 0.0%
 
594977 1 0.0%
 
1051780 1 0.0%
 
1081168 1 0.0%
 
1251348 1 0.0%
 

Elem_Educ_Construction
Highly correlated

This variable is highly correlated with Elem_Educ_Cap_Outlay and should be ignored for analysis

Correlation 0.98248

Elem_Educ_Current_Exp
Highly correlated

This variable is highly correlated with Elem_Educ_Direct_Exp and should be ignored for analysis

Correlation 0.99219

Elem_Educ_Direct_Exp
Numeric

Distinct count 741
Unique (%) 36.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 90474
Minimum 0
Maximum 3264836
Zeros (%) 62.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 13658
95-th percentile 466170
Maximum 3264836
Range 3264836
Interquartile range 13658

Descriptive statistics

Standard deviation 340260
Coef of variation 3.7608
Kurtosis 36.123
Mean 90474
MAD 146410
Skewness 5.7195
Sum 184566460
Variance 115770000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1273 62.4%
 
9 4 0.2%
 
31 3 0.1%
 
2 3 0.1%
 
23036 3 0.1%
 
6 3 0.1%
 
18 3 0.1%
 
11799 2 0.1%
 
356 2 0.1%
 
21046 2 0.1%
 
Other values (731) 742 36.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1273 62.4%
 
1 2 0.1%
 
2 3 0.1%
 
3 1 0.0%
 
4 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
2764993 1 0.0%
 
2907410 1 0.0%
 
3109703 1 0.0%
 
3184501 1 0.0%
 
3264836 1 0.0%
 

Elem_Educ_IG_Local_Govts
Numeric

Distinct count 1373
Unique (%) 67.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2048200
Minimum 0
Maximum 44421166
Zeros (%) 32.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 813310
Q3 2555200
95-th percentile 8264100
Maximum 44421166
Range 44421166
Interquartile range 2555200

Descriptive statistics

Standard deviation 3706100
Coef of variation 1.8094
Kurtosis 35.834
Mean 2048200
MAD 2183300
Skewness 4.8023
Sum 4178355325
Variance 13735000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 666 32.6%
 
437474 3 0.1%
 
7144102 1 0.0%
 
1051021 1 0.0%
 
1819290 1 0.0%
 
180760 1 0.0%
 
1895069 1 0.0%
 
1165983 1 0.0%
 
9024470 1 0.0%
 
805539 1 0.0%
 
Other values (1363) 1363 66.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 666 32.6%
 
8 1 0.0%
 
48 1 0.0%
 
50 1 0.0%
 
66 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
34511881 1 0.0%
 
38223187 1 0.0%
 
39865842 1 0.0%
 
41480664 1 0.0%
 
44421166 1 0.0%
 

Elem_Educ_IG_Sch_to_Sch
Numeric

Distinct count 440
Unique (%) 21.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1248000
Minimum 0
Maximum 49797607
Zeros (%) 78.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 7737600
Maximum 49797607
Range 49797607
Interquartile range 0

Descriptive statistics

Standard deviation 4134400
Coef of variation 3.3127
Kurtosis 50.808
Mean 1248000
MAD 2022000
Skewness 6.2037
Sum 2546017182
Variance 17094000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1599 78.4%
 
406 3 0.1%
 
8956482 1 0.0%
 
8571461 1 0.0%
 
2007711 1 0.0%
 
576083 1 0.0%
 
797270 1 0.0%
 
1897052 1 0.0%
 
7125612 1 0.0%
 
1063533 1 0.0%
 
Other values (430) 430 21.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1599 78.4%
 
406 3 0.1%
 
24841 1 0.0%
 
27480 1 0.0%
 
28288 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
41480901 1 0.0%
 
41750502 1 0.0%
 
42800869 1 0.0%
 
48114198 1 0.0%
 
49797607 1 0.0%
 

Elem_Educ_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Elem_Educ_Total_Exp
Highly correlated

This variable is highly correlated with Total_Educ_Current_Exp and should be ignored for analysis

Correlation 0.93853

Emp_Ret_Benefit_Paymts
Highly correlated

This variable is highly correlated with Emp_Ret_Total_Expend and should be ignored for analysis

Correlation 0.99973

Emp_Ret_From_Other_Gov
Highly correlated

This variable is highly correlated with Emp_Ret_Total_Ctrib and should be ignored for analysis

Correlation 0.93772

Emp_Ret_Int_Rev
Highly correlated

This variable is highly correlated with Total_Emp_Ret_Rev and should be ignored for analysis

Correlation 0.98623

Emp_Ret_Loc_Emp_Ctrib
Highly correlated

This variable is highly correlated with Emp_Ret_Total_Ctrib and should be ignored for analysis

Correlation 0.91503

Emp_Ret_Loc_To_Loc_Sys
Numeric

Distinct count 24
Unique (%) 1.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2165.5
Minimum 0
Maximum 305000
Zeros (%) 98.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 305000
Range 305000
Interquartile range 0

Descriptive statistics

Standard deviation 20957
Coef of variation 9.6778
Kurtosis 129.91
Mean 2165.5
MAD 4267.3
Skewness 11.051
Sum 4417590
Variance 439200000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2010 98.5%
 
24327 3 0.1%
 
224715 2 0.1%
 
193300 2 0.1%
 
173465 2 0.1%
 
305000 2 0.1%
 
62400 2 0.1%
 
69112 1 0.0%
 
49200 1 0.0%
 
55600 1 0.0%
 
Other values (14) 14 0.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 2010 98.5%
 
11790 1 0.0%
 
24327 3 0.1%
 
49200 1 0.0%
 
55600 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
254000 1 0.0%
 
256980 1 0.0%
 
291300 1 0.0%
 
291626 1 0.0%
 
305000 2 0.1%
 

Emp_Ret_Other_Earnings
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Emp_Ret_Other_Paymts
Numeric

Distinct count 408
Unique (%) 20.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2161.6
Minimum 0
Maximum 626898
Zeros (%) 78.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 6745.4
Maximum 626898
Range 626898
Interquartile range 0

Descriptive statistics

Standard deviation 20688
Coef of variation 9.5708
Kurtosis 703.57
Mean 2161.6
MAD 3631.8
Skewness 24.928
Sum 4409692
Variance 428000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1603 78.6%
 
2156 2 0.1%
 
2048 2 0.1%
 
6435 2 0.1%
 
1603 2 0.1%
 
475 2 0.1%
 
508 2 0.1%
 
519 2 0.1%
 
541 2 0.1%
 
27200 2 0.1%
 
Other values (398) 419 20.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1603 78.6%
 
7 1 0.0%
 
11 2 0.1%
 
17 1 0.0%
 
18 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
89984 1 0.0%
 
99056 1 0.0%
 
228867 1 0.0%
 
575050 1 0.0%
 
626898 1 0.0%
 

Emp_Ret_Sta_To_Sta_Ctr
Numeric

Distinct count 1429
Unique (%) 70.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 205920
Minimum 0
Maximum 9221186
Zeros (%) 29.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 68636
Q3 256770
95-th percentile 832230
Maximum 9221186
Range 9221186
Interquartile range 256770

Descriptive statistics

Standard deviation 391220
Coef of variation 1.8998
Kurtosis 147.72
Mean 205920
MAD 225650
Skewness 8.2103
Sum 420079781
Variance 153050000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 594 29.1%
 
77431 3 0.1%
 
865772 2 0.1%
 
55641 2 0.1%
 
84399 2 0.1%
 
57500 2 0.1%
 
145986 2 0.1%
 
5718 2 0.1%
 
163253 2 0.1%
 
6383 2 0.1%
 
Other values (1419) 1427 70.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 594 29.1%
 
8 1 0.0%
 
1851 1 0.0%
 
1892 1 0.0%
 
2658 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2695777 1 0.0%
 
3055466 1 0.0%
 
3378546 1 0.0%
 
3696855 1 0.0%
 
9221186 1 0.0%
 

Emp_Ret_Total_Ctrib
Highly correlated

This variable is highly correlated with Total_Insur_Trust_Ctrb and should be ignored for analysis

Correlation 0.93951

Emp_Ret_Total_Expend
Highly correlated

This variable is highly correlated with Welf_Vend_Pmts_Medical and should be ignored for analysis

Correlation 0.93767

Emp_Ret_Withdrawals
Numeric

Distinct count 1944
Unique (%) 95.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 54984
Minimum 0
Maximum 1099147
Zeros (%) 2.4%

Quantile statistics

Minimum 0
5-th percentile 1749.5
Q1 10973
Median 26056
Q3 58552
95-th percentile 204750
Maximum 1099147
Range 1099147
Interquartile range 47579

Descriptive statistics

Standard deviation 92779
Coef of variation 1.6874
Kurtosis 25.728
Mean 54984
MAD 51284
Skewness 4.4046
Sum 112166352
Variance 8608000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 49 2.4%
 
7574 3 0.1%
 
5949 3 0.1%
 
938 3 0.1%
 
12638 3 0.1%
 
13127 2 0.1%
 
18905 2 0.1%
 
12599 2 0.1%
 
3669 2 0.1%
 
22130 2 0.1%
 
Other values (1934) 1969 96.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 49 2.4%
 
1 1 0.0%
 
63 1 0.0%
 
98 1 0.0%
 
408 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
743915 1 0.0%
 
749965 1 0.0%
 
757852 1 0.0%
 
789593 1 0.0%
 
1099147 1 0.0%
 

Emp_Retire_Cash___Dep
Numeric

Distinct count 1982
Unique (%) 97.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1060200
Minimum 0
Maximum 33513272
Zeros (%) 1.0%

Quantile statistics

Minimum 0
5-th percentile 890.05
Q1 54976
Median 332110
Q3 1084800
95-th percentile 4169800
Maximum 33513272
Range 33513272
Interquartile range 1029800

Descriptive statistics

Standard deviation 2407000
Coef of variation 2.2702
Kurtosis 72.664
Mean 1060200
MAD 1171900
Skewness 7.1683
Sum 2162860571
Variance 5793500000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 20 1.0%
 
3 5 0.2%
 
4 3 0.1%
 
68148 3 0.1%
 
444394 3 0.1%
 
121561 2 0.1%
 
400470 2 0.1%
 
442803 2 0.1%
 
11024 2 0.1%
 
18517 2 0.1%
 
Other values (1972) 1996 97.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 20 1.0%
 
2 1 0.0%
 
3 5 0.2%
 
4 3 0.1%
 
5 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
27172509 1 0.0%
 
30765663 1 0.0%
 
31478117 1 0.0%
 
31793094 1 0.0%
 
33513272 1 0.0%
 

Emp_Retire_Cash___Sec
Highly correlated

This variable is highly correlated with Insur_Trust_Cash___Sec and should be ignored for analysis

Correlation 0.99901

Emp_Retire_Sec_Corp_Bds
Highly correlated

This variable is highly correlated with Emp_Retire_Sec_Tot_Nong and should be ignored for analysis

Correlation 0.91031

Emp_Retire_Sec_Corp_Stk
Highly correlated

This variable is highly correlated with Emp_Retire_Sec_Tot_Nong and should be ignored for analysis

Correlation 0.96055

Emp_Retire_Sec_Misc_Inv
Numeric

Distinct count 1180
Unique (%) 57.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1987000
Minimum 0
Maximum 55425212
Zeros (%) 41.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 95528
Q3 1364900
95-th percentile 10862000
Maximum 55425212
Range 55425212
Interquartile range 1364900

Descriptive statistics

Standard deviation 4908000
Coef of variation 2.47
Kurtosis 31.087
Mean 1987000
MAD 2713000
Skewness 4.7511
Sum 4053557739
Variance 24088000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 836 41.0%
 
40 4 0.2%
 
21704 4 0.2%
 
10365 3 0.1%
 
221308 3 0.1%
 
2443672 2 0.1%
 
8 2 0.1%
 
27535 2 0.1%
 
93704 2 0.1%
 
21702 2 0.1%
 
Other values (1170) 1180 57.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 836 41.0%
 
1 1 0.0%
 
8 2 0.1%
 
11 1 0.0%
 
12 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
40270557 1 0.0%
 
48404149 1 0.0%
 
48867161 1 0.0%
 
50594093 1 0.0%
 
55425212 1 0.0%
 

Emp_Retire_Sec_Mortgages
Numeric

Distinct count 939
Unique (%) 46.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 325190
Minimum 0
Maximum 14163826
Zeros (%) 51.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 79876
95-th percentile 1489900
Maximum 14163826
Range 14163826
Interquartile range 79876

Descriptive statistics

Standard deviation 1188400
Coef of variation 3.6545
Kurtosis 49.646
Mean 325190
MAD 506020
Skewness 6.3428
Sum 663379363
Variance 1412300000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1059 51.9%
 
3337 3 0.1%
 
42434 3 0.1%
 
12070 3 0.1%
 
27286 3 0.1%
 
6845 3 0.1%
 
27824 3 0.1%
 
88994 3 0.1%
 
348 2 0.1%
 
37749 2 0.1%
 
Other values (929) 956 46.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 1059 51.9%
 
1 1 0.0%
 
2 2 0.1%
 
3 1 0.0%
 
4 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
11720383 1 0.0%
 
12133072 1 0.0%
 
12172819 1 0.0%
 
13452608 1 0.0%
 
14163826 1 0.0%
 

Emp_Retire_Sec_Oth_Nong
Highly correlated

This variable is highly correlated with Emp_Retire_Sec_Tot_Nong and should be ignored for analysis

Correlation 0.91023

Emp_Retire_Sec_S_L_Secur
Numeric

Distinct count 179
Unique (%) 8.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2681.7
Minimum 0
Maximum 776166
Zeros (%) 90.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1307.7
Maximum 776166
Range 776166
Interquartile range 0

Descriptive statistics

Standard deviation 34083
Coef of variation 12.71
Kurtosis 308.2
Mean 2681.7
MAD 5078.6
Skewness 16.857
Sum 5470660
Variance 1161700000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1845 90.4%
 
15 4 0.2%
 
779 3 0.1%
 
425 3 0.1%
 
50 2 0.1%
 
984 2 0.1%
 
180 2 0.1%
 
371 2 0.1%
 
19847 2 0.1%
 
55 2 0.1%
 
Other values (169) 173 8.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1845 90.4%
 
8 1 0.0%
 
15 4 0.2%
 
28 1 0.0%
 
33 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
478293 1 0.0%
 
525368 1 0.0%
 
534107 1 0.0%
 
695546 1 0.0%
 
776166 1 0.0%
 

Emp_Retire_Sec_Tot_Fed
Numeric

Distinct count 1818
Unique (%) 89.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3020100
Minimum 0
Maximum 37824194
Zeros (%) 9.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 171940
Median 947130
Q3 2877200
95-th percentile 15488000
Maximum 37824194
Range 37824194
Interquartile range 2705200

Descriptive statistics

Standard deviation 5670100
Coef of variation 1.8774
Kurtosis 11.328
Mean 3020100
MAD 3371500
Skewness 3.2568
Sum 6161025252
Variance 32150000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 193 9.5%
 
1146717 3 0.1%
 
156887 3 0.1%
 
232070 3 0.1%
 
312792 3 0.1%
 
9448 3 0.1%
 
2220723 2 0.1%
 
522876 2 0.1%
 
179821 2 0.1%
 
91504 2 0.1%
 
Other values (1808) 1824 89.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 193 9.5%
 
6 1 0.0%
 
322 1 0.0%
 
412 1 0.0%
 
510 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
33553402 1 0.0%
 
35228456 1 0.0%
 
36288679 1 0.0%
 
36921196 1 0.0%
 
37824194 1 0.0%
 

Emp_Retire_Sec_Tot_Nong
Highly correlated

This variable is highly correlated with Emp_Retire_Total_Sec and should be ignored for analysis

Correlation 0.99616

Emp_Retire_Total_Sec
Highly correlated

This variable is highly correlated with Emp_Retire_Cash___Sec and should be ignored for analysis

Correlation 0.99921

Emp_Sec_Adm_Cap_Outlay
Numeric

Distinct count 1297
Unique (%) 63.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1640.7
Minimum 0
Maximum 61447
Zeros (%) 7.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 143
Median 540
Q3 1554.5
95-th percentile 6024.2
Maximum 61447
Range 61447
Interquartile range 1411.5

Descriptive statistics

Standard deviation 3967.5
Coef of variation 2.4182
Kurtosis 68.055
Mean 1640.7
MAD 1793
Skewness 7.1597
Sum 3347034
Variance 15741000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 158 7.7%
 
5 8 0.4%
 
6 6 0.3%
 
150 6 0.3%
 
193 6 0.3%
 
14 6 0.3%
 
264 6 0.3%
 
40 6 0.3%
 
240 6 0.3%
 
113 5 0.2%
 
Other values (1287) 1827 89.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 158 7.7%
 
1 4 0.2%
 
2 4 0.2%
 
3 5 0.2%
 
4 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
38461 1 0.0%
 
40461 1 0.0%
 
40954 1 0.0%
 
48280 1 0.0%
 
61447 1 0.0%
 

Emp_Sec_Adm_Construct
Numeric

Distinct count 410
Unique (%) 20.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 395.23
Minimum 0
Maximum 29958
Zeros (%) 63.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 29
95-th percentile 1147
Maximum 29958
Range 29958
Interquartile range 29

Descriptive statistics

Standard deviation 2281.1
Coef of variation 5.7716
Kurtosis 92.159
Mean 395.23
MAD 666.41
Skewness 9.1192
Sum 806271
Variance 5203400
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1297 63.6%
 
1 25 1.2%
 
3 20 1.0%
 
2 19 0.9%
 
6 13 0.6%
 
5 12 0.6%
 
8 11 0.5%
 
16 10 0.5%
 
9 9 0.4%
 
14 9 0.4%
 
Other values (400) 615 30.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1297 63.6%
 
1 25 1.2%
 
2 19 0.9%
 
3 20 1.0%
 
4 7 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
26124 1 0.0%
 
26594 1 0.0%
 
28180 1 0.0%
 
29668 1 0.0%
 
29958 1 0.0%
 

Emp_Sec_Adm_Current_Exp
Highly correlated

This variable is highly correlated with Emp_Sec_Adm_Direct_Exp and should be ignored for analysis

Correlation 0.99906

Emp_Sec_Adm_Direct_Exp
Highly correlated

This variable is highly correlated with Fed_IGR_Emp_Sec_Adm and should be ignored for analysis

Correlation 0.90417

FIPS_Code_State
Highly correlated

This variable is highly correlated with State_Code and should be ignored for analysis

Correlation 0.99944

FYEndDate
Numeric

Distinct count 4
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 645.73
Minimum 331
Maximum 930
Zeros (%) 0.0%

Quantile statistics

Minimum 331
5-th percentile 630
Q1 630
Median 630
Q3 630
95-th percentile 930
Maximum 930
Range 599
Interquartile range 0

Descriptive statistics

Standard deviation 87.153
Coef of variation 0.13497
Kurtosis 7.4256
Mean 645.73
MAD 40.71
Skewness 1.303
Sum 1317280
Variance 7595.7
Memory size 16.0 KiB
Value Count Frequency (%)  
630 1840 90.2%
 
930 120 5.9%
 
831 40 2.0%
 
331 40 2.0%
 

Minimum 5 values

Value Count Frequency (%)  
331 40 2.0%
 
630 1840 90.2%
 
831 40 2.0%
 
930 120 5.9%
 

Maximum 5 values

Value Count Frequency (%)  
331 40 2.0%
 
630 1840 90.2%
 
831 40 2.0%
 
930 120 5.9%
 

Fed_IGR_Air_Transport
Numeric

Distinct count 1181
Unique (%) 57.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 9437.9
Minimum 0
Maximum 226729
Zeros (%) 33.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 312
Q3 9108
95-th percentile 50178
Maximum 226729
Range 226729
Interquartile range 9108

Descriptive statistics

Standard deviation 22538
Coef of variation 2.388
Kurtosis 27.238
Mean 9437.9
MAD 12611
Skewness 4.5512
Sum 19253228
Variance 507940000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 685 33.6%
 
10 6 0.3%
 
1 5 0.2%
 
92 5 0.2%
 
7 5 0.2%
 
13 4 0.2%
 
18 4 0.2%
 
181 4 0.2%
 
24 4 0.2%
 
164 4 0.2%
 
Other values (1171) 1314 64.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 685 33.6%
 
1 5 0.2%
 
2 1 0.0%
 
4 3 0.1%
 
5 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
202455 1 0.0%
 
202835 1 0.0%
 
205614 1 0.0%
 
217318 1 0.0%
 
226729 1 0.0%
 

Fed_IGR_Education
Highly correlated

This variable is highly correlated with Total_Fed_IG_Revenue and should be ignored for analysis

Correlation 0.94845

Fed_IGR_Emp_Sec_Adm
Numeric

Distinct count 2008
Unique (%) 98.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 70308
Minimum 0
Maximum 699469
Zeros (%) 0.5%

Quantile statistics

Minimum 0
5-th percentile 7385.8
Q1 21325
Median 42418
Q3 89364
95-th percentile 237740
Maximum 699469
Range 699469
Interquartile range 68040

Descriptive statistics

Standard deviation 78329
Coef of variation 1.1141
Kurtosis 8.3501
Mean 70308
MAD 54083
Skewness 2.5006
Sum 143428344
Variance 6135400000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 10 0.5%
 
88577 4 0.2%
 
19386 2 0.1%
 
6549 2 0.1%
 
33229 2 0.1%
 
18351 2 0.1%
 
14961 2 0.1%
 
27521 2 0.1%
 
28971 2 0.1%
 
16806 2 0.1%
 
Other values (1998) 2010 98.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 10 0.5%
 
911 1 0.0%
 
1040 1 0.0%
 
1890 2 0.1%
 
2625 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
508241 1 0.0%
 
520040 1 0.0%
 
549739 1 0.0%
 
566835 1 0.0%
 
699469 1 0.0%
 

Fed_IGR_Gen_Rev_Shar
Numeric

Distinct count 272
Unique (%) 13.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5079
Minimum 0
Maximum 263036
Zeros (%) 86.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 31430
Maximum 263036
Range 263036
Interquartile range 0

Descriptive statistics

Standard deviation 21668
Coef of variation 4.2661
Kurtosis 71.161
Mean 5079
MAD 8869.9
Skewness 7.5052
Sum 10361202
Variance 469480000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1767 86.6%
 
13985 2 0.1%
 
5341 2 0.1%
 
8874 1 0.0%
 
6792 1 0.0%
 
655 1 0.0%
 
256409 1 0.0%
 
23199 1 0.0%
 
55974 1 0.0%
 
35509 1 0.0%
 
Other values (262) 262 12.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 1767 86.6%
 
197 1 0.0%
 
446 1 0.0%
 
452 1 0.0%
 
504 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
252542 1 0.0%
 
254113 1 0.0%
 
256345 1 0.0%
 
256409 1 0.0%
 
263036 1 0.0%
 

Fed_IGR_Gen_Support
Numeric

Distinct count 442
Unique (%) 21.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 15099
Minimum 0
Maximum 526072
Zeros (%) 77.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 101110
Maximum 526072
Range 526072
Interquartile range 0

Descriptive statistics

Standard deviation 49268
Coef of variation 3.2629
Kurtosis 41.886
Mean 15099
MAD 24674
Skewness 5.5833
Sum 30802367
Variance 2427300000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1583 77.6%
 
300 12 0.6%
 
13258 2 0.1%
 
600 2 0.1%
 
10682 2 0.1%
 
27970 2 0.1%
 
636 2 0.1%
 
49820 1 0.0%
 
90758 1 0.0%
 
144008 1 0.0%
 
Other values (432) 432 21.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 1583 77.6%
 
1 1 0.0%
 
17 1 0.0%
 
21 1 0.0%
 
27 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
505084 1 0.0%
 
508226 1 0.0%
 
512690 1 0.0%
 
512818 1 0.0%
 
526072 1 0.0%
 

Fed_IGR_Health___Hos
Numeric

Distinct count 2033
Unique (%) 99.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 252040
Minimum 2262
Maximum 2562307
Zeros (%) 0.0%

Quantile statistics

Minimum 2262
5-th percentile 13393
Q1 43947
Median 111660
Q3 256370
95-th percentile 1199400
Maximum 2562307
Range 2560045
Interquartile range 212420

Descriptive statistics

Standard deviation 384160
Coef of variation 1.5242
Kurtosis 8.9223
Mean 252040
MAD 243520
Skewness 2.8668
Sum 514163154
Variance 147580000000
Memory size 16.0 KiB
Value Count Frequency (%)  
187336 2 0.1%
 
73277 2 0.1%
 
114931 2 0.1%
 
246040 2 0.1%
 
20248 2 0.1%
 
223184 2 0.1%
 
55983 2 0.1%
 
255296 1 0.0%
 
453955 1 0.0%
 
128322 1 0.0%
 
Other values (2023) 2023 99.2%
 

Minimum 5 values

Value Count Frequency (%)  
2262 1 0.0%
 
2751 1 0.0%
 
2763 1 0.0%
 
3072 1 0.0%
 
3665 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2309824 1 0.0%
 
2351263 1 0.0%
 
2353160 1 0.0%
 
2394961 1 0.0%
 
2562307 1 0.0%
 

Fed_IGR_Highways
Highly correlated

This variable is highly correlated with Fed_IGR_Education and should be ignored for analysis

Correlation 0.92516

Fed_IGR_Hous_Com_Dev
Numeric

Distinct count 1641
Unique (%) 80.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 79529
Minimum 0
Maximum 4234704
Zeros (%) 18.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2118
Median 27676
Q3 75729
95-th percentile 285330
Maximum 4234704
Range 4234704
Interquartile range 73611

Descriptive statistics

Standard deviation 203510
Coef of variation 2.559
Kurtosis 124.79
Mean 79529
MAD 88155
Skewness 8.999
Sum 162239200
Variance 41417000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 379 18.6%
 
6574 3 0.1%
 
1927 2 0.1%
 
20935 2 0.1%
 
606 2 0.1%
 
8016 2 0.1%
 
145 2 0.1%
 
24462 2 0.1%
 
9708 2 0.1%
 
238 2 0.1%
 
Other values (1631) 1642 80.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 379 18.6%
 
2 1 0.0%
 
7 1 0.0%
 
11 1 0.0%
 
15 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1758431 1 0.0%
 
1833541 1 0.0%
 
1858014 1 0.0%
 
2887126 1 0.0%
 
4234704 1 0.0%
 

Fed_IGR_Natural_Res
Numeric

Distinct count 1993
Unique (%) 97.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 47007
Minimum 0
Maximum 687162
Zeros (%) 1.5%

Quantile statistics

Minimum 0
5-th percentile 5683.8
Q1 18110
Median 33578
Q3 62004
95-th percentile 129730
Maximum 687162
Range 687162
Interquartile range 43894

Descriptive statistics

Standard deviation 45763
Coef of variation 0.97353
Kurtosis 24.671
Mean 47007
MAD 31221
Skewness 3.3052
Sum 95895212
Variance 2094300000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 30 1.5%
 
30096 2 0.1%
 
28918 2 0.1%
 
5877 2 0.1%
 
62119 2 0.1%
 
46733 2 0.1%
 
24094 2 0.1%
 
37419 2 0.1%
 
20553 2 0.1%
 
22641 2 0.1%
 
Other values (1983) 1992 97.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 30 1.5%
 
594 1 0.0%
 
1554 1 0.0%
 
1715 1 0.0%
 
1721 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
281867 1 0.0%
 
300033 1 0.0%
 
368546 1 0.0%
 
373126 1 0.0%
 
687162 1 0.0%
 

Fed_IGR_Other
Numeric

Distinct count 2035
Unique (%) 99.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 362880
Minimum 0
Maximum 7216423
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 36228
Q1 96083
Median 176860
Q3 354840
95-th percentile 1312700
Maximum 7216423
Range 7216423
Interquartile range 258760

Descriptive statistics

Standard deviation 647080
Coef of variation 1.7832
Kurtosis 35.366
Mean 362880
MAD 322060
Skewness 5.2603
Sum 740277503
Variance 418710000000
Memory size 16.0 KiB
Value Count Frequency (%)  
222135 2 0.1%
 
54045 2 0.1%
 
151000 2 0.1%
 
304611 2 0.1%
 
197484 2 0.1%
 
396683 1 0.0%
 
66928 1 0.0%
 
128344 1 0.0%
 
201560 1 0.0%
 
55026 1 0.0%
 
Other values (2025) 2025 99.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1 0.0%
 
13942 1 0.0%
 
15370 1 0.0%
 
15508 1 0.0%
 
15710 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6056224 1 0.0%
 
6106823 1 0.0%
 
6192720 1 0.0%
 
6739496 1 0.0%
 
7216423 1 0.0%
 

Fed_IGR_Public_Welf
Highly correlated

This variable is highly correlated with Fed_IGR_Education and should be ignored for analysis

Correlation 0.90066

Fed_IGR_Sewerage
Numeric

Distinct count 967
Unique (%) 47.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 13907
Minimum 0
Maximum 430912
Zeros (%) 51.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 11524
95-th percentile 78686
Maximum 430912
Range 430912
Interquartile range 11524

Descriptive statistics

Standard deviation 34735
Coef of variation 2.4976
Kurtosis 29.778
Mean 13907
MAD 18919
Skewness 4.6789
Sum 28371253
Variance 1206500000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1051 51.5%
 
7226 6 0.3%
 
6018 2 0.1%
 
15015 2 0.1%
 
6911 2 0.1%
 
94236 2 0.1%
 
6821 2 0.1%
 
6411 2 0.1%
 
16649 2 0.1%
 
19005 2 0.1%
 
Other values (957) 967 47.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1051 51.5%
 
4 2 0.1%
 
5 2 0.1%
 
7 1 0.0%
 
8 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
268233 1 0.0%
 
292024 1 0.0%
 
292875 1 0.0%
 
346347 1 0.0%
 
430912 1 0.0%
 

Fed_IGR_Transit_Sub
Numeric

Distinct count 777
Unique (%) 38.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 24599
Minimum 0
Maximum 1164819
Zeros (%) 61.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 7605
95-th percentile 130830
Maximum 1164819
Range 1164819
Interquartile range 7605

Descriptive statistics

Standard deviation 91615
Coef of variation 3.7242
Kurtosis 42.725
Mean 24599
MAD 38386
Skewness 6.0013
Sum 50182936
Variance 8393200000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1249 61.2%
 
73800 4 0.2%
 
323320 3 0.1%
 
2892 2 0.1%
 
9427 2 0.1%
 
3314 2 0.1%
 
1690 2 0.1%
 
659 2 0.1%
 
370 2 0.1%
 
1694 2 0.1%
 
Other values (767) 770 37.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 1249 61.2%
 
5 2 0.1%
 
13 1 0.0%
 
26 1 0.0%
 
35 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
781259 1 0.0%
 
844434 1 0.0%
 
865403 1 0.0%
 
873148 1 0.0%
 
1164819 1 0.0%
 

Fin_Admin_Cap_Outlay
Numeric

Distinct count 1798
Unique (%) 88.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6619.5
Minimum 0
Maximum 174257
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 177.75
Q1 916.75
Median 2637
Q3 6685.5
95-th percentile 27408
Maximum 174257
Range 174257
Interquartile range 5768.8

Descriptive statistics

Standard deviation 12034
Coef of variation 1.818
Kurtosis 36.213
Mean 6619.5
MAD 6726.7
Skewness 4.847
Sum 13503809
Variance 144820000
Memory size 16.0 KiB
Value Count Frequency (%)  
297 4 0.2%
 
547 4 0.2%
 
544 4 0.2%
 
4187 4 0.2%
 
1520 3 0.1%
 
3343 3 0.1%
 
887 3 0.1%
 
497 3 0.1%
 
945 3 0.1%
 
207 3 0.1%
 
Other values (1788) 2006 98.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 2 0.1%
 
8 1 0.0%
 
13 1 0.0%
 
27 1 0.0%
 
30 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
91168 1 0.0%
 
104903 1 0.0%
 
110434 1 0.0%
 
113867 1 0.0%
 
174257 1 0.0%
 

Fin_Admin_Construction
Numeric

Distinct count 717
Unique (%) 35.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1544.2
Minimum 0
Maximum 173156
Zeros (%) 40.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 13
Q3 319.5
95-th percentile 8401.5
Maximum 173156
Range 173156
Interquartile range 319.5

Descriptive statistics

Standard deviation 6454.9
Coef of variation 4.18
Kurtosis 261.65
Mean 1544.2
MAD 2438.5
Skewness 12.291
Sum 3150249
Variance 41665000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 822 40.3%
 
1 30 1.5%
 
2 27 1.3%
 
3 20 1.0%
 
4 19 0.9%
 
5 19 0.9%
 
8 16 0.8%
 
6 15 0.7%
 
11 14 0.7%
 
7 13 0.6%
 
Other values (707) 1045 51.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 822 40.3%
 
1 30 1.5%
 
2 27 1.3%
 
3 20 1.0%
 
4 19 0.9%
 

Maximum 5 values

Value Count Frequency (%)  
46123 1 0.0%
 
46315 1 0.0%
 
46879 1 0.0%
 
68625 1 0.0%
 
173156 1 0.0%
 

Fin_Admin_Current_Exp
Highly correlated

This variable is highly correlated with Fin_Admin_Direct_Exp and should be ignored for analysis

Correlation 0.99972

Fin_Admin_Direct_Exp
Highly correlated

This variable is highly correlated with Fin_Admin_Total_Exp and should be ignored for analysis

Correlation 0.99893

Fin_Admin_IG_Local_Govts
Numeric

Distinct count 821
Unique (%) 40.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3947.2
Minimum 0
Maximum 427923
Zeros (%) 53.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1408
95-th percentile 17819
Maximum 427923
Range 427923
Interquartile range 1408

Descriptive statistics

Standard deviation 20240
Coef of variation 5.1275
Kurtosis 285.65
Mean 3947.2
MAD 5986.4
Skewness 15.21
Sum 8052342
Variance 409640000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1090 53.4%
 
1 7 0.3%
 
26 7 0.3%
 
10 6 0.3%
 
3 6 0.3%
 
7 6 0.3%
 
38 5 0.2%
 
27 5 0.2%
 
4 5 0.2%
 
13 5 0.2%
 
Other values (811) 898 44.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1090 53.4%
 
1 7 0.3%
 
2 4 0.2%
 
3 6 0.3%
 
4 5 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
149982 1 0.0%
 
287825 1 0.0%
 
410163 1 0.0%
 
421965 1 0.0%
 
427923 1 0.0%
 

Fin_Admin_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Fin_Admin_Total_Exp
Highly correlated

This variable is highly correlated with Elem_Educ_Total_Exp and should be ignored for analysis

Correlation 0.92439

Fines_and_Forfeits
Numeric

Distinct count 1965
Unique (%) 96.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 60483
Minimum 0
Maximum 1539415
Zeros (%) 2.2%

Quantile statistics

Minimum 0
5-th percentile 634.8
Q1 6378.5
Median 19911
Q3 59185
95-th percentile 227800
Maximum 1539415
Range 1539415
Interquartile range 52806

Descriptive statistics

Standard deviation 135270
Coef of variation 2.2366
Kurtosis 46.671
Mean 60483
MAD 64669
Skewness 6.1143
Sum 123384629
Variance 18299000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 45 2.2%
 
42925 2 0.1%
 
2810 2 0.1%
 
6321 2 0.1%
 
4302 2 0.1%
 
70319 2 0.1%
 
1402 2 0.1%
 
2274 2 0.1%
 
1769 2 0.1%
 
1320 2 0.1%
 
Other values (1955) 1977 96.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 45 2.2%
 
4 2 0.1%
 
16 1 0.0%
 
18 1 0.0%
 
20 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1298314 1 0.0%
 
1320036 1 0.0%
 
1341408 1 0.0%
 
1369622 2 0.1%
 
1539415 1 0.0%
 

Fire_Prot_Cap_Outlay
Numeric

Distinct count 41
Unique (%) 2.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 165.48
Minimum 0
Maximum 43281
Zeros (%) 98.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 43281
Range 43281
Interquartile range 0

Descriptive statistics

Standard deviation 1665.5
Coef of variation 10.065
Kurtosis 292.46
Mean 165.48
MAD 324.47
Skewness 15.12
Sum 337577
Variance 2773800
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2000 98.0%
 
4853 1 0.0%
 
8877 1 0.0%
 
2684 1 0.0%
 
21098 1 0.0%
 
6744 1 0.0%
 
2596 1 0.0%
 
12801 1 0.0%
 
489 1 0.0%
 
382 1 0.0%
 
Other values (31) 31 1.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 2000 98.0%
 
382 1 0.0%
 
489 1 0.0%
 
1056 1 0.0%
 
1347 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
18813 1 0.0%
 
21098 1 0.0%
 
21616 1 0.0%
 
24680 1 0.0%
 
43281 1 0.0%
 

Fire_Prot_Construction
Highly correlated

This variable is highly correlated with Fire_Prot_Cap_Outlay and should be ignored for analysis

Correlation 0.9244

Fire_Prot_Current_Exp
Highly correlated

This variable is highly correlated with Fire_Prot_Direct_Exp and should be ignored for analysis

Correlation 0.9988

Fire_Prot_Direct_Exp
Highly correlated

This variable is highly correlated with Fire_Prot_Total_Expend and should be ignored for analysis

Correlation 1

Fire_Prot_IG_Local_Govts
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Fire_Prot_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Fire_Prot_Total_Expend
Highly correlated

This variable is highly correlated with Chg_Parking and should be ignored for analysis

Correlation 0.90999

Gas_Util_Cap_Outlay
Numeric

Distinct count 15
Unique (%) 0.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.3858
Minimum 0
Maximum 2287
Zeros (%) 99.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 2287
Range 2287
Interquartile range 0

Descriptive statistics

Standard deviation 91.619
Coef of variation 17.011
Kurtosis 493.39
Mean 5.3858
MAD 10.682
Skewness 21.611
Sum 10987
Variance 8394
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2023 99.2%
 
171 3 0.1%
 
2287 2 0.1%
 
1825 1 0.0%
 
1558 1 0.0%
 
472 1 0.0%
 
465 1 0.0%
 
358 1 0.0%
 
314 1 0.0%
 
305 1 0.0%
 
Other values (5) 5 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 2023 99.2%
 
14 1 0.0%
 
33 1 0.0%
 
134 1 0.0%
 
171 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
465 1 0.0%
 
472 1 0.0%
 
1558 1 0.0%
 
1825 1 0.0%
 
2287 2 0.1%
 

Gas_Util_Construct
Highly correlated

This variable is highly correlated with Gas_Util_Cap_Outlay and should be ignored for analysis

Correlation 0.99811

Gas_Util_Current_Exp
Highly correlated

This variable is highly correlated with Gas_Util_Total_Exp and should be ignored for analysis

Correlation 0.99961

Gas_Util_Inter_Exp
Numeric

Distinct count 21
Unique (%) 1.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.72745
Minimum 0
Maximum 169
Zeros (%) 98.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 169
Range 169
Interquartile range 0

Descriptive statistics

Standard deviation 8.4903
Coef of variation 11.671
Kurtosis 196.61
Mean 0.72745
MAD 1.4385
Skewness 13.504
Sum 1484
Variance 72.085
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2017 98.9%
 
18 3 0.1%
 
90 2 0.1%
 
48 1 0.0%
 
2 1 0.0%
 
11 1 0.0%
 
12 1 0.0%
 
13 1 0.0%
 
15 1 0.0%
 
23 1 0.0%
 
Other values (11) 11 0.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 2017 98.9%
 
2 1 0.0%
 
11 1 0.0%
 
12 1 0.0%
 
13 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
110 1 0.0%
 
113 1 0.0%
 
123 1 0.0%
 
136 1 0.0%
 
169 1 0.0%
 

Gas_Util_Total_Exp
Numeric

Distinct count 33
Unique (%) 1.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 187.47
Minimum 0
Maximum 136439
Zeros (%) 98.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 136439
Range 136439
Interquartile range 0

Descriptive statistics

Standard deviation 3226.3
Coef of variation 17.21
Kurtosis 1564.1
Mean 187.47
MAD 368.87
Skewness 37.478
Sum 382434
Variance 10409000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2006 98.3%
 
190 2 0.1%
 
12110 2 0.1%
 
3 1 0.0%
 
4295 1 0.0%
 
209 1 0.0%
 
10521 1 0.0%
 
4395 1 0.0%
 
4587 1 0.0%
 
12612 1 0.0%
 
Other values (23) 23 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 2006 98.3%
 
3 1 0.0%
 
190 2 0.1%
 
209 1 0.0%
 
1821 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
12107 1 0.0%
 
12110 2 0.1%
 
12612 1 0.0%
 
23917 1 0.0%
 
136439 1 0.0%
 

Gas_Utility_Rev
Numeric

Distinct count 30
Unique (%) 1.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 139.35
Minimum 0
Maximum 16374
Zeros (%) 98.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 16374
Range 16374
Interquartile range 0

Descriptive statistics

Standard deviation 1242.5
Coef of variation 8.9165
Kurtosis 97.658
Mean 139.35
MAD 274.46
Skewness 9.6423
Sum 284267
Variance 1543700
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2009 98.5%
 
241 2 0.1%
 
16374 2 0.1%
 
5925 1 0.0%
 
9033 1 0.0%
 
12404 1 0.0%
 
12418 1 0.0%
 
8406 1 0.0%
 
12505 1 0.0%
 
230 1 0.0%
 
Other values (20) 20 1.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 2009 98.5%
 
230 1 0.0%
 
241 2 0.1%
 
5251 1 0.0%
 
5279 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
12814 1 0.0%
 
13016 1 0.0%
 
13935 1 0.0%
 
16289 1 0.0%
 
16374 2 0.1%
 

Gen_Pub_Bldg_Cap_Out
Highly correlated

This variable is highly correlated with Gen_Pub_Bldg_Total_Exp and should be ignored for analysis

Correlation 0.92453

Gen_Pub_Bldg_Construct
Highly correlated

This variable is highly correlated with Gen_Pub_Bldg_Cap_Out and should be ignored for analysis

Correlation 0.98688

Gen_Pub_Bldg_Current_Exp
Numeric

Distinct count 1853
Unique (%) 90.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 19877
Minimum 0
Maximum 296722
Zeros (%) 5.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 3184.2
Median 10352
Q3 24308
95-th percentile 70851
Maximum 296722
Range 296722
Interquartile range 21124

Descriptive statistics

Standard deviation 29731
Coef of variation 1.4957
Kurtosis 18.218
Mean 19877
MAD 18010
Skewness 3.6647
Sum 40549325
Variance 883910000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 109 5.3%
 
1082 3 0.1%
 
3921 3 0.1%
 
2611 3 0.1%
 
7942 3 0.1%
 
6741 2 0.1%
 
5508 2 0.1%
 
1432 2 0.1%
 
28080 2 0.1%
 
18832 2 0.1%
 
Other values (1843) 1909 93.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 109 5.3%
 
1 2 0.1%
 
4 1 0.0%
 
10 1 0.0%
 
14 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
202569 1 0.0%
 
203390 1 0.0%
 
258809 1 0.0%
 
291876 1 0.0%
 
296722 1 0.0%
 

Gen_Pub_Bldg_Total_Exp
Numeric

Distinct count 1990
Unique (%) 97.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 42115
Minimum 0
Maximum 1109263
Zeros (%) 0.6%

Quantile statistics

Minimum 0
5-th percentile 1906.7
Q1 8128.2
Median 21659
Q3 48684
95-th percentile 150510
Maximum 1109263
Range 1109263
Interquartile range 40555

Descriptive statistics

Standard deviation 72813
Coef of variation 1.7289
Kurtosis 67.641
Mean 42115
MAD 37591
Skewness 6.7448
Sum 85914500
Variance 5301700000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 12 0.6%
 
13987 3 0.1%
 
5517 2 0.1%
 
39784 2 0.1%
 
17321 2 0.1%
 
3168 2 0.1%
 
11420 2 0.1%
 
15526 2 0.1%
 
42161 2 0.1%
 
7582 2 0.1%
 
Other values (1980) 2009 98.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 12 0.6%
 
13 1 0.0%
 
16 1 0.0%
 
20 1 0.0%
 
32 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
813648 1 0.0%
 
849142 1 0.0%
 
865325 1 0.0%
 
902802 1 0.0%
 
1109263 1 0.0%
 

Gen_Rev_Own_Sources
Highly correlated

This variable is highly correlated with General_Revenue and should be ignored for analysis

Correlation 0.99642

General_Assist___Sub
Highly correlated

This variable is highly correlated with Tot_Assist___Subsidies and should be ignored for analysis

Correlation 1

General_Capital_Outlay
Highly correlated

This variable is highly correlated with General_Current_Oper and should be ignored for analysis

Correlation 0.92779

General_Capital_Outlay_Other
Highly correlated

This variable is highly correlated with Total_Other_Capital_Outlays and should be ignored for analysis

Correlation 0.91499

General_Construction
Highly correlated

This variable is highly correlated with General_Capital_Outlay and should be ignored for analysis

Correlation 0.99483

General_Current_Expend
Highly correlated

This variable is highly correlated with Direct_General_Expend and should be ignored for analysis

Correlation 0.95425

General_Current_Oper
Highly correlated

This variable is highly correlated with General_Current_Expend and should be ignored for analysis

Correlation 0.97762

General_Debt_Interest
Highly correlated

This variable is highly correlated with Total_Interest_on_Debt and should be ignored for analysis

Correlation 0.99344

General_Expenditure
Highly correlated

This variable is highly correlated with Total_Salaries___Wages and should be ignored for analysis

Correlation 0.9705

General_NEC_Cap_Outlay
Numeric

Distinct count 2000
Unique (%) 98.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 32382
Minimum 0
Maximum 2472630
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1133
Q1 5087.2
Median 14136
Q3 34335
95-th percentile 108850
Maximum 2472630
Range 2472630
Interquartile range 29248

Descriptive statistics

Standard deviation 87003
Coef of variation 2.6867
Kurtosis 377.24
Mean 32382
MAD 31513
Skewness 16.246
Sum 66060187
Variance 7569500000
Memory size 16.0 KiB
Value Count Frequency (%)  
2460 3 0.1%
 
823 3 0.1%
 
0 2 0.1%
 
1232 2 0.1%
 
2284 2 0.1%
 
30490 2 0.1%
 
4270 2 0.1%
 
9366 2 0.1%
 
9350 2 0.1%
 
31604 2 0.1%
 
Other values (1990) 2018 98.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 2 0.1%
 
9 1 0.0%
 
12 1 0.0%
 
17 2 0.1%
 
33 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
646619 1 0.0%
 
907355 1 0.0%
 
1102091 1 0.0%
 
1616743 1 0.0%
 
2472630 1 0.0%
 

General_NEC_Construct
Numeric

Distinct count 1899
Unique (%) 93.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 19477
Minimum 0
Maximum 543707
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 144
Q1 1703
Median 7234
Q3 20550
95-th percentile 74009
Maximum 543707
Range 543707
Interquartile range 18847

Descriptive statistics

Standard deviation 40132
Coef of variation 2.0605
Kurtosis 57.492
Mean 19477
MAD 20576
Skewness 6.3093
Sum 39732380
Variance 1610500000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 34 1.7%
 
726 3 0.1%
 
4 3 0.1%
 
415 3 0.1%
 
10 3 0.1%
 
1960 3 0.1%
 
1026 3 0.1%
 
329 3 0.1%
 
611 3 0.1%
 
987 3 0.1%
 
Other values (1889) 1979 97.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 34 1.7%
 
1 2 0.1%
 
3 1 0.0%
 
4 3 0.1%
 
5 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
381360 1 0.0%
 
475074 1 0.0%
 
489313 1 0.0%
 
509969 1 0.0%
 
543707 1 0.0%
 

General_NEC_Current_Exp
Highly correlated

This variable is highly correlated with General_NEC_Direct_Exp and should be ignored for analysis

Correlation 0.99474

General_NEC_Direct_Exp
Highly correlated

This variable is highly correlated with General_NEC_Total_Exp and should be ignored for analysis

Correlation 0.92628

General_NEC_IG_Loc_Govts
Numeric

Distinct count 1985
Unique (%) 97.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 406320
Minimum 0
Maximum 8376310
Zeros (%) 2.5%

Quantile statistics

Minimum 0
5-th percentile 10226
Q1 58460
Median 161410
Q3 429170
95-th percentile 1633900
Maximum 8376310
Range 8376310
Interquartile range 370710

Descriptive statistics

Standard deviation 645530
Coef of variation 1.5887
Kurtosis 27.212
Mean 406320
MAD 405680
Skewness 4.02
Sum 828890431
Variance 416710000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 51 2.5%
 
41717 5 0.2%
 
40623 2 0.1%
 
1406282 1 0.0%
 
1998157 1 0.0%
 
58702 1 0.0%
 
34128 1 0.0%
 
138577 1 0.0%
 
74141 1 0.0%
 
394580 1 0.0%
 
Other values (1975) 1975 96.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 51 2.5%
 
27 1 0.0%
 
48 1 0.0%
 
155 1 0.0%
 
266 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5609051 1 0.0%
 
6011185 1 0.0%
 
6280353 1 0.0%
 
6480781 1 0.0%
 
8376310 1 0.0%
 

General_NEC_IG_To_Fed
Numeric

Distinct count 552
Unique (%) 27.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1318
Minimum 0
Maximum 89617
Zeros (%) 68.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 130.25
95-th percentile 5252.2
Maximum 89617
Range 89617
Interquartile range 130.25

Descriptive statistics

Standard deviation 6136.3
Coef of variation 4.6557
Kurtosis 91.616
Mean 1318
MAD 2158.8
Skewness 8.6791
Sum 2688743
Variance 37654000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1395 68.4%
 
57 5 0.2%
 
19000 5 0.2%
 
30 5 0.2%
 
100 4 0.2%
 
32 4 0.2%
 
155 3 0.1%
 
129 3 0.1%
 
113 3 0.1%
 
97 3 0.1%
 
Other values (542) 610 29.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 1395 68.4%
 
1 2 0.1%
 
2 1 0.0%
 
3 2 0.1%
 
4 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
65728 1 0.0%
 
68036 1 0.0%
 
81243 1 0.0%
 
86874 1 0.0%
 
89617 1 0.0%
 

General_NEC_IG_To_St
Constant

This variable is constant and should be ignored for analysis

Constant value 0

General_NEC_Total_Exp
Numeric

Distinct count 2038
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 934490
Minimum 30964
Maximum 14241504
Zeros (%) 0.0%

Quantile statistics

Minimum 30964
5-th percentile 83876
Q1 201000
Median 481020
Q3 1077200
95-th percentile 3438700
Maximum 14241504
Range 14210540
Interquartile range 876180

Descriptive statistics

Standard deviation 1324800
Coef of variation 1.4177
Kurtosis 21.963
Mean 934490
MAD 819930
Skewness 3.8349
Sum 1906356170
Variance 1755100000000
Memory size 16.0 KiB
Value Count Frequency (%)  
1577686 2 0.1%
 
159902 2 0.1%
 
745470 1 0.0%
 
495886 1 0.0%
 
760656 1 0.0%
 
177483 1 0.0%
 
3385870 1 0.0%
 
1062210 1 0.0%
 
1078606 1 0.0%
 
621903 1 0.0%
 
Other values (2028) 2028 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
30964 1 0.0%
 
32524 1 0.0%
 
33666 1 0.0%
 
34477 1 0.0%
 
34697 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
11455662 1 0.0%
 
12294717 1 0.0%
 
12607017 1 0.0%
 
12798722 1 0.0%
 
14241504 1 0.0%
 

General_Revenue
Highly correlated

This variable is highly correlated with Total_Rev_Own_Sources and should be ignored for analysis

Correlation 0.96857

Health_Capital_Outlay
Numeric

Distinct count 1837
Unique (%) 90.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 13848
Minimum 0
Maximum 713200
Zeros (%) 0.8%

Quantile statistics

Minimum 0
5-th percentile 257.9
Q1 1210.5
Median 3192
Q3 8183.2
95-th percentile 39809
Maximum 713200
Range 713200
Interquartile range 6972.8

Descriptive statistics

Standard deviation 55190
Coef of variation 3.9853
Kurtosis 87.915
Mean 13848
MAD 17473
Skewness 8.8077
Sum 28250591
Variance 3045900000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 17 0.8%
 
552 4 0.2%
 
718 4 0.2%
 
651 4 0.2%
 
1821 3 0.1%
 
606 3 0.1%
 
730 3 0.1%
 
2245 3 0.1%
 
2827 3 0.1%
 
643 3 0.1%
 
Other values (1827) 1993 97.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 17 0.8%
 
1 1 0.0%
 
3 1 0.0%
 
4 1 0.0%
 
5 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
667570 1 0.0%
 
670257 1 0.0%
 
684936 1 0.0%
 
705488 1 0.0%
 
713200 1 0.0%
 

Health_Construction
Highly correlated

This variable is highly correlated with Health_Capital_Outlay and should be ignored for analysis

Correlation 0.99561

Health_Current_Exp
Highly correlated

This variable is highly correlated with Health_Direct_Expend and should be ignored for analysis

Correlation 0.99611

Health_Direct_Expend
Numeric

Distinct count 2039
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 447600
Minimum 5424
Maximum 3860148
Zeros (%) 0.0%

Quantile statistics

Minimum 5424
5-th percentile 26422
Q1 89965
Median 231900
Q3 535260
95-th percentile 1745700
Maximum 3860148
Range 3854724
Interquartile range 445290

Descriptive statistics

Standard deviation 587980
Coef of variation 1.3136
Kurtosis 8.0065
Mean 447600
MAD 395420
Skewness 2.6047
Sum 913109609
Variance 345720000000
Memory size 16.0 KiB
Value Count Frequency (%)  
61562 2 0.1%
 
1363966 1 0.0%
 
200043 1 0.0%
 
33699 1 0.0%
 
79040 1 0.0%
 
517628 1 0.0%
 
652636 1 0.0%
 
93533 1 0.0%
 
100159 1 0.0%
 
273759 1 0.0%
 
Other values (2029) 2029 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
5424 1 0.0%
 
6332 1 0.0%
 
6685 1 0.0%
 
7243 1 0.0%
 
8561 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3706839 1 0.0%
 
3740222 1 0.0%
 
3763754 1 0.0%
 
3766888 1 0.0%
 
3860148 1 0.0%
 

Health_IG_Local_Govts
Highly correlated

This variable is highly correlated with Health_Total_Expend and should be ignored for analysis

Correlation 0.90631

Health_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Health_Total_Expend
Highly correlated

This variable is highly correlated with Judicial_Current_Exp and should be ignored for analysis

Correlation 0.90089

Higher_Ed_Cap_Outlay
Highly correlated

This variable is highly correlated with Higher_Ed_Direct_Exp and should be ignored for analysis

Correlation 0.94212

Higher_Ed_Construct
Highly correlated

This variable is highly correlated with Higher_Ed_Current_Exp and should be ignored for analysis

Correlation 0.90263

Higher_Ed_Current_Exp
Highly correlated

This variable is highly correlated with Higher_Ed_Cap_Outlay and should be ignored for analysis

Correlation 0.92514

Higher_Ed_Direct_Exp
Highly correlated

This variable is highly correlated with Higher_Ed_Total_Exp and should be ignored for analysis

Correlation 0.9949

Higher_Ed_IG_Loc_Govts
Numeric

Distinct count 710
Unique (%) 34.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 85488
Minimum 0
Maximum 4666769
Zeros (%) 64.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 21774
95-th percentile 410560
Maximum 4666769
Range 4666769
Interquartile range 21774

Descriptive statistics

Standard deviation 328780
Coef of variation 3.8459
Kurtosis 68.432
Mean 85488
MAD 132450
Skewness 7.4949
Sum 174396413
Variance 108090000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1322 64.8%
 
56806 2 0.1%
 
68311 2 0.1%
 
412 2 0.1%
 
807 2 0.1%
 
45534 2 0.1%
 
8587 2 0.1%
 
64 2 0.1%
 
193521 2 0.1%
 
102099 2 0.1%
 
Other values (700) 700 34.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1322 64.8%
 
1 1 0.0%
 
2 1 0.0%
 
3 1 0.0%
 
31 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3281474 1 0.0%
 
3370276 1 0.0%
 
3427790 1 0.0%
 
3897192 1 0.0%
 
4666769 1 0.0%
 

Higher_Ed_IG_To_St
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Higher_Ed_Total_Exp
Highly correlated

This variable is highly correlated with Elem_Educ_Total_Exp and should be ignored for analysis

Correlation 0.94512

Hosp_Other_Cap_Outlay
Numeric

Distinct count 50
Unique (%) 2.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 255.37
Minimum 0
Maximum 101678
Zeros (%) 97.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 101678
Range 101678
Interquartile range 0

Descriptive statistics

Standard deviation 3661.5
Coef of variation 14.338
Kurtosis 492.71
Mean 255.37
MAD 501.4
Skewness 20.804
Sum 520951
Variance 13406000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1986 97.4%
 
4 2 0.1%
 
22 2 0.1%
 
7 2 0.1%
 
24 2 0.1%
 
3 2 0.1%
 
2054 1 0.0%
 
289 1 0.0%
 
271 1 0.0%
 
88331 1 0.0%
 
Other values (40) 40 2.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1986 97.4%
 
1 1 0.0%
 
3 2 0.1%
 
4 2 0.1%
 
7 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
44269 1 0.0%
 
46693 1 0.0%
 
48525 1 0.0%
 
88331 1 0.0%
 
101678 1 0.0%
 

Hosp_Other_Construct
Highly correlated

This variable is highly correlated with Hosp_Other_Cap_Outlay and should be ignored for analysis

Correlation 0.99867

Hosp_Other_Current_Exp
Highly correlated

This variable is highly correlated with Hosp_Other_Direct_Exp and should be ignored for analysis

Correlation 0.92233

Hosp_Other_Direct_Exp
Numeric

Distinct count 392
Unique (%) 19.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2197.8
Minimum 0
Maximum 150776
Zeros (%) 80.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 12818
Maximum 150776
Range 150776
Interquartile range 0

Descriptive statistics

Standard deviation 9480.8
Coef of variation 4.3138
Kurtosis 76.156
Mean 2197.8
MAD 3750.6
Skewness 7.5782
Sum 4483475
Variance 89885000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1633 80.0%
 
240 3 0.1%
 
803 2 0.1%
 
133 2 0.1%
 
3304 2 0.1%
 
2794 2 0.1%
 
554 2 0.1%
 
855 2 0.1%
 
388 2 0.1%
 
963 2 0.1%
 
Other values (382) 388 19.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1633 80.0%
 
16 1 0.0%
 
51 1 0.0%
 
52 1 0.0%
 
62 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
88331 1 0.0%
 
95275 1 0.0%
 
104178 1 0.0%
 
132682 1 0.0%
 
150776 1 0.0%
 

Hosp_Other_IG_Loc_Govts
Highly correlated

This variable is highly correlated with Hosp_Other_Total_Exp and should be ignored for analysis

Correlation 0.90719

Hosp_Other_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Hosp_Other_Total_Exp
Numeric

Distinct count 594
Unique (%) 29.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4883.7
Minimum 0
Maximum 299404
Zeros (%) 68.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 444.5
95-th percentile 23681
Maximum 299404
Range 299404
Interquartile range 444.5

Descriptive statistics

Standard deviation 22504
Coef of variation 4.6079
Kurtosis 95.326
Mean 4883.7
MAD 8027.5
Skewness 8.8702
Sum 9962749
Variance 506420000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1388 68.0%
 
159 4 0.2%
 
150 4 0.2%
 
410 4 0.2%
 
124 4 0.2%
 
29 4 0.2%
 
401 3 0.1%
 
120 3 0.1%
 
46 3 0.1%
 
240 3 0.1%
 
Other values (584) 620 30.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1388 68.0%
 
2 2 0.1%
 
6 1 0.0%
 
10 1 0.0%
 
13 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
279905 1 0.0%
 
282702 1 0.0%
 
284199 1 0.0%
 
287477 1 0.0%
 
299404 1 0.0%
 

Hous___Com_Cap_Outlay
Numeric

Distinct count 778
Unique (%) 38.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5859.4
Minimum 0
Maximum 620521
Zeros (%) 25.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 51
Q3 436.5
95-th percentile 20303
Maximum 620521
Range 620521
Interquartile range 436.5

Descriptive statistics

Standard deviation 33033
Coef of variation 5.6376
Kurtosis 163.68
Mean 5859.4
MAD 9985.3
Skewness 11.2
Sum 11953261
Variance 1091200000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 512 25.1%
 
1 37 1.8%
 
3 27 1.3%
 
5 26 1.3%
 
6 26 1.3%
 
2 25 1.2%
 
4 20 1.0%
 
7 19 0.9%
 
9 15 0.7%
 
17 14 0.7%
 
Other values (768) 1319 64.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 512 25.1%
 
1 37 1.8%
 
2 25 1.2%
 
3 27 1.3%
 
4 20 1.0%
 

Maximum 5 values

Value Count Frequency (%)  
349335 1 0.0%
 
357035 1 0.0%
 
514586 1 0.0%
 
612791 1 0.0%
 
620521 1 0.0%
 

Hous___Com_Construct
Numeric

Distinct count 385
Unique (%) 18.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3805.2
Minimum 0
Maximum 581708
Zeros (%) 77.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 14532
Maximum 581708
Range 581708
Interquartile range 0

Descriptive statistics

Standard deviation 22598
Coef of variation 5.9388
Kurtosis 247.97
Mean 3805.2
MAD 6742.2
Skewness 12.904
Sum 7762608
Variance 510690000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1575 77.2%
 
1 13 0.6%
 
2 8 0.4%
 
3 7 0.3%
 
5 5 0.2%
 
20 5 0.2%
 
14 4 0.2%
 
4 4 0.2%
 
6 4 0.2%
 
29 4 0.2%
 
Other values (375) 411 20.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1575 77.2%
 
1 13 0.6%
 
2 8 0.4%
 
3 7 0.3%
 
4 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
190317 1 0.0%
 
229043 1 0.0%
 
240320 1 0.0%
 
290648 1 0.0%
 
581708 1 0.0%
 

Hous___Com_Current_Exp
Highly correlated

This variable is highly correlated with Hous___Com_Direct_Exp and should be ignored for analysis

Correlation 0.98557

Hous___Com_Direct_Exp
Numeric

Distinct count 1926
Unique (%) 94.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 83350
Minimum 0
Maximum 4948560
Zeros (%) 4.3%

Quantile statistics

Minimum 0
5-th percentile 175.75
Q1 6198
Median 27448
Q3 92372
95-th percentile 311790
Maximum 4948560
Range 4948560
Interquartile range 86174

Descriptive statistics

Standard deviation 191180
Coef of variation 2.2937
Kurtosis 239.11
Mean 83350
MAD 89673
Skewness 11.735
Sum 170033765
Variance 36551000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 88 4.3%
 
4189 2 0.1%
 
2152 2 0.1%
 
97877 2 0.1%
 
7267 2 0.1%
 
20016 2 0.1%
 
1918 2 0.1%
 
4251 2 0.1%
 
15000 2 0.1%
 
7062 2 0.1%
 
Other values (1916) 1934 94.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 88 4.3%
 
12 1 0.0%
 
37 1 0.0%
 
48 1 0.0%
 
50 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1233108 1 0.0%
 
1367791 1 0.0%
 
1949751 1 0.0%
 
2912099 1 0.0%
 
4948560 1 0.0%
 

Hous___Com_IG_Loc_Govts
Numeric

Distinct count 1195
Unique (%) 58.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 38299
Minimum 0
Maximum 3005652
Zeros (%) 40.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 4580
Q3 29901
95-th percentile 141480
Maximum 3005652
Range 3005652
Interquartile range 29901

Descriptive statistics

Standard deviation 155910
Coef of variation 4.0708
Kurtosis 171.29
Mean 38299
MAD 49270
Skewness 11.726
Sum 78130085
Variance 24308000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 825 40.4%
 
171 3 0.1%
 
180 3 0.1%
 
15682 2 0.1%
 
108 2 0.1%
 
1 2 0.1%
 
49273 2 0.1%
 
182 2 0.1%
 
11517 2 0.1%
 
4137 2 0.1%
 
Other values (1185) 1195 58.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 825 40.4%
 
1 2 0.1%
 
5 2 0.1%
 
7 1 0.0%
 
8 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1779399 1 0.0%
 
1913562 1 0.0%
 
2527641 1 0.0%
 
2670014 1 0.0%
 
3005652 1 0.0%
 

Hous___Com_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Hous___Com_Total_Exp
Highly correlated

This variable is highly correlated with Fed_IGR_Hous_Com_Dev and should be ignored for analysis

Correlation 0.93623

Hunting___Fishing_License
Numeric

Distinct count 1954
Unique (%) 95.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 19521
Minimum 0
Maximum 110051
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 686.4
Q1 7169.2
Median 14608
Q3 25852
95-th percentile 59512
Maximum 110051
Range 110051
Interquartile range 18682

Descriptive statistics

Standard deviation 18042
Coef of variation 0.92422
Kurtosis 4.2321
Mean 19521
MAD 12990
Skewness 1.8744
Sum 39822739
Variance 325500000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 39 1.9%
 
28720 3 0.1%
 
24492 2 0.1%
 
4141 2 0.1%
 
8267 2 0.1%
 
8038 2 0.1%
 
4293 2 0.1%
 
283 2 0.1%
 
8625 2 0.1%
 
6624 2 0.1%
 
Other values (1944) 1982 97.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 39 1.9%
 
94 1 0.0%
 
97 1 0.0%
 
104 1 0.0%
 
133 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
103912 1 0.0%
 
104390 1 0.0%
 
104698 1 0.0%
 
108204 1 0.0%
 
110051 1 0.0%
 

ID
Numeric

Distinct count 51
Unique (%) 2.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 260040000
Minimum 10000000
Maximum 510000000
Zeros (%) 0.0%

Quantile statistics

Minimum 10000000
5-th percentile 30000000
Q1 130000000
Median 260000000
Q3 390000000
95-th percentile 490000000
Maximum 510000000
Range 500000000
Interquartile range 260000000

Descriptive statistics

Standard deviation 147190000
Coef of variation 0.56602
Kurtosis -1.2003
Mean 260040000
MAD 127410000
Skewness 0.00025537
Sum 530480040040
Variance 2.1664e+16
Memory size 16.0 KiB
Value Count Frequency (%)  
180000000 40 2.0%
 
290000000 40 2.0%
 
490000000 40 2.0%
 
80000000 40 2.0%
 
30000000 40 2.0%
 
140000000 40 2.0%
 
92001001 40 2.0%
 
250000000 40 2.0%
 
170000000 40 2.0%
 
200000000 40 2.0%
 
Other values (41) 1640 80.4%
 

Minimum 5 values

Value Count Frequency (%)  
10000000 40 2.0%
 
20000000 40 2.0%
 
30000000 40 2.0%
 
40000000 40 2.0%
 
50000000 40 2.0%
 

Maximum 5 values

Value Count Frequency (%)  
470000000 40 2.0%
 
480000000 40 2.0%
 
490000000 40 2.0%
 
500000000 40 2.0%
 
510000000 40 2.0%
 

IG_Exp_To_Federal_Govt
Highly correlated

This variable is highly correlated with Chg_Total_Nat_Res and should be ignored for analysis

Correlation 0.91232

IG_Exp_To_Local_Govts
Highly correlated

This variable is highly correlated with Total_IG_Expenditure and should be ignored for analysis

Correlation 0.91162

IG_Exp_To_State_Govt
Numeric

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.020588
Minimum 0
Maximum 40
Zeros (%) 99.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 40
Range 40
Interquartile range 0

Descriptive statistics

Standard deviation 0.8867
Coef of variation 43.068
Kurtosis 2029.8
Mean 0.020588
MAD 0.041136
Skewness 45.003
Sum 42
Variance 0.78624
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2038 99.9%
 
40 1 0.0%
 
2 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 2038 99.9%
 
2 1 0.0%
 
40 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0 2038 99.9%
 
2 1 0.0%
 
40 1 0.0%
 

Individual_Income_Tax
Highly correlated

This variable is highly correlated with Total_Income_Taxes and should be ignored for analysis

Correlation 0.99561

Insur_Trust_Cash___Sec
Highly correlated

This variable is highly correlated with Total_Cash___Securities and should be ignored for analysis

Correlation 0.98966

Insurance_Premium_Tax
Highly correlated

This variable is highly correlated with Total_Gen_Sales_Tax and should be ignored for analysis

Correlation 0.92534

Interest_Revenue
Highly correlated

This variable is highly correlated with Misc_General_Revenue and should be ignored for analysis

Correlation 0.91718

Interest_on_Gen_Debt
Highly correlated

This variable is highly correlated with General_Debt_Interest and should be ignored for analysis

Correlation 1

Judicial_Cap_Outlay
Numeric

Distinct count 1658
Unique (%) 81.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6929.3
Minimum 0
Maximum 1039559
Zeros (%) 1.5%

Quantile statistics

Minimum 0
5-th percentile 46.95
Q1 473.75
Median 1505.5
Q3 4333
95-th percentile 20858
Maximum 1039559
Range 1039559
Interquartile range 3859.2

Descriptive statistics

Standard deviation 33422
Coef of variation 4.8232
Kurtosis 517.36
Mean 6929.3
MAD 8771.7
Skewness 19.523
Sum 14135794
Variance 1117000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 31 1.5%
 
10 5 0.2%
 
34 5 0.2%
 
166 5 0.2%
 
375 5 0.2%
 
133 5 0.2%
 
52 5 0.2%
 
500 4 0.2%
 
207 4 0.2%
 
181 4 0.2%
 
Other values (1648) 1967 96.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 31 1.5%
 
2 1 0.0%
 
3 2 0.1%
 
4 2 0.1%
 
6 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
239720 1 0.0%
 
240108 1 0.0%
 
398124 1 0.0%
 
622423 1 0.0%
 
1039559 1 0.0%
 

Judicial_Construction
Highly correlated

This variable is highly correlated with Judicial_Cap_Outlay and should be ignored for analysis

Correlation 0.99066

Judicial_Current_Exp
Highly correlated

This variable is highly correlated with Judicial_Direct_Expend and should be ignored for analysis

Correlation 0.99808

Judicial_Direct_Expend
Highly correlated

This variable is highly correlated with Judicial_Total_Expend and should be ignored for analysis

Correlation 0.99516

Judicial_IG_Local_Govts
Numeric

Distinct count 1300
Unique (%) 63.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 15870
Minimum 0
Maximum 640603
Zeros (%) 31.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1113
Q3 12071
95-th percentile 85611
Maximum 640603
Range 640603
Interquartile range 12071

Descriptive statistics

Standard deviation 46772
Coef of variation 2.9471
Kurtosis 80.06
Mean 15870
MAD 21343
Skewness 7.7586
Sum 32375501
Variance 2187600000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 646 31.7%
 
427 5 0.2%
 
30 4 0.2%
 
25 4 0.2%
 
1582 3 0.1%
 
21 3 0.1%
 
309 3 0.1%
 
24000 3 0.1%
 
646 3 0.1%
 
182 3 0.1%
 
Other values (1290) 1363 66.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 646 31.7%
 
1 1 0.0%
 
3 3 0.1%
 
4 1 0.0%
 
5 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
542849 1 0.0%
 
555421 1 0.0%
 
565659 1 0.0%
 
630442 1 0.0%
 
640603 1 0.0%
 

Judicial_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Judicial_Total_Expend
Highly correlated

This variable is highly correlated with Fin_Admin_Current_Exp and should be ignored for analysis

Correlation 0.90353

LTD_Iss_All_Other
Highly correlated

This variable is highly correlated with Total_LTD_Issued and should be ignored for analysis

Correlation 0.97168

LTD_Iss_FFC_Elec_Util
Boolean

Distinct count 2
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Mean 66.176
0
2039
135000
 
1
Value Count Frequency (%)  
0 2039 100.0%
 
135000 1 0.0%
 

LTD_Iss_FFC_Elem_Educ
Highly correlated

This variable is highly correlated with LTD_Iss_Gen_Elem_Educ and should be ignored for analysis

Correlation 0.94877

LTD_Iss_FFC_Gas_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_FFC_General
Highly correlated

This variable is highly correlated with Total_LTD_Iss_FFC and should be ignored for analysis

Correlation 0.99972

LTD_Iss_FFC_Other_Educ
Numeric

Distinct count 305
Unique (%) 15.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 16495
Minimum 0
Maximum 4594065
Zeros (%) 83.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 66331
Maximum 4594065
Range 4594065
Interquartile range 0

Descriptive statistics

Standard deviation 140260
Coef of variation 8.5032
Kurtosis 746.51
Mean 16495
MAD 28600
Skewness 25.202
Sum 33649306
Variance 19673000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1702 83.4%
 
5000 8 0.4%
 
2000 5 0.2%
 
10000 4 0.2%
 
20000 4 0.2%
 
3000 3 0.1%
 
24289 3 0.1%
 
25000 3 0.1%
 
230000 2 0.1%
 
90000 2 0.1%
 
Other values (295) 304 14.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 1702 83.4%
 
2 1 0.0%
 
162 1 0.0%
 
300 1 0.0%
 
900 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
725000 1 0.0%
 
808235 1 0.0%
 
829975 1 0.0%
 
3509000 1 0.0%
 
4594065 1 0.0%
 

LTD_Iss_FFC_Other_NEC
Highly correlated

This variable is highly correlated with LTD_Iss_FFC_General and should be ignored for analysis

Correlation 0.96302

LTD_Iss_FFC_Trans_Util
Numeric

Distinct count 15
Unique (%) 0.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 93.356
Minimum 0
Maximum 48500
Zeros (%) 99.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 48500
Range 48500
Interquartile range 0

Descriptive statistics

Standard deviation 1496.5
Coef of variation 16.03
Kurtosis 630.74
Mean 93.356
MAD 185.34
Skewness 23.042
Sum 190446
Variance 2239400
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2025 99.3%
 
7600 2 0.1%
 
6088 1 0.0%
 
8100 1 0.0%
 
6000 1 0.0%
 
5900 1 0.0%
 
16000 1 0.0%
 
5700 1 0.0%
 
26067 1 0.0%
 
48500 1 0.0%
 
Other values (5) 5 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 2025 99.3%
 
1137 1 0.0%
 
2403 1 0.0%
 
5700 1 0.0%
 
5900 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
16000 1 0.0%
 
19434 1 0.0%
 
23400 1 0.0%
 
26067 1 0.0%
 
48500 1 0.0%
 

LTD_Iss_FFC_Utility
Highly correlated

This variable is highly correlated with LTD_Iss_Util_Water and should be ignored for analysis

Correlation 0.95489

LTD_Iss_FFC_Water_Util
Highly correlated

This variable is highly correlated with LTD_Iss_FFC_Utility and should be ignored for analysis

Correlation 0.98514

LTD_Iss_Gen_Elem_Educ
Numeric

Distinct count 244
Unique (%) 12.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 22834
Minimum 0
Maximum 3484700
Zeros (%) 87.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 80111
Maximum 3484700
Range 3484700
Interquartile range 0

Descriptive statistics

Standard deviation 153040
Coef of variation 6.7024
Kurtosis 230.4
Mean 22834
MAD 41061
Skewness 13.478
Sum 46580869
Variance 23421000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1786 87.5%
 
10000 5 0.2%
 
600 4 0.2%
 
450000 2 0.1%
 
7200 2 0.1%
 
260000 2 0.1%
 
3100 2 0.1%
 
8834 1 0.0%
 
70272 1 0.0%
 
105085 1 0.0%
 
Other values (234) 234 11.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1786 87.5%
 
300 1 0.0%
 
450 1 0.0%
 
500 1 0.0%
 
600 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
1675706 1 0.0%
 
1746411 1 0.0%
 
2343970 1 0.0%
 
2747026 1 0.0%
 
3484700 1 0.0%
 

LTD_Iss_Gen_Other_Educ
Numeric

Distinct count 1157
Unique (%) 56.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 101040
Minimum 0
Maximum 6333850
Zeros (%) 42.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 5379
Q3 71153
95-th percentile 514720
Maximum 6333850
Range 6333850
Interquartile range 71153

Descriptive statistics

Standard deviation 307380
Coef of variation 3.042
Kurtosis 133.92
Mean 101040
MAD 136810
Skewness 9.182
Sum 206130486
Variance 94481000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 867 42.5%
 
1000 4 0.2%
 
1500 3 0.1%
 
14600 2 0.1%
 
30382 2 0.1%
 
30000 2 0.1%
 
2500 2 0.1%
 
25000 2 0.1%
 
2000 2 0.1%
 
1159565 2 0.1%
 
Other values (1147) 1152 56.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 867 42.5%
 
26 1 0.0%
 
44 1 0.0%
 
46 1 0.0%
 
96 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2479604 1 0.0%
 
2812045 1 0.0%
 
3874157 1 0.0%
 
4929625 1 0.0%
 
6333850 1 0.0%
 

LTD_Iss_Gen_Other_NEC
Highly correlated

This variable is highly correlated with LTD_Iss_General and should be ignored for analysis

Correlation 0.98179

LTD_Iss_General
Numeric

Distinct count 1414
Unique (%) 69.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 768740
Minimum 0
Maximum 30524569
Zeros (%) 30.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 271590
Q3 813130
95-th percentile 3188500
Maximum 30524569
Range 30524569
Interquartile range 813130

Descriptive statistics

Standard deviation 1634300
Coef of variation 2.126
Kurtosis 79.767
Mean 768740
MAD 855890
Skewness 6.7898
Sum 1568228611
Variance 2671000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 622 30.5%
 
150000 3 0.1%
 
100000 2 0.1%
 
349162 2 0.1%
 
50000 2 0.1%
 
1913520 1 0.0%
 
860839 1 0.0%
 
59151 1 0.0%
 
885384 1 0.0%
 
1385131 1 0.0%
 
Other values (1404) 1404 68.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 622 30.5%
 
135 1 0.0%
 
205 1 0.0%
 
839 1 0.0%
 
885 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
14101086 1 0.0%
 
14562392 1 0.0%
 
15143150 1 0.0%
 
21025420 1 0.0%
 
30524569 1 0.0%
 

LTD_Iss_NG_Elec_Util
Highly correlated

This variable is highly correlated with LTD_Iss_Util_Electric and should be ignored for analysis

Correlation 0.99994

LTD_Iss_NG_Elem_Educ
Numeric

Distinct count 107
Unique (%) 5.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6983
Minimum 0
Maximum 1008050
Zeros (%) 94.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 4915.2
Maximum 1008050
Range 1008050
Interquartile range 0

Descriptive statistics

Standard deviation 48360
Coef of variation 6.9254
Kurtosis 168.38
Mean 6983
MAD 13256
Skewness 11.345
Sum 14245313
Variance 2338700000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1934 94.8%
 
70128 1 0.0%
 
315905 1 0.0%
 
401925 1 0.0%
 
70206 1 0.0%
 
467530 1 0.0%
 
2665 1 0.0%
 
105085 1 0.0%
 
70272 1 0.0%
 
37515 1 0.0%
 
Other values (97) 97 4.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 1934 94.8%
 
2000 1 0.0%
 
2498 1 0.0%
 
2665 1 0.0%
 
4795 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
467530 1 0.0%
 
516834 1 0.0%
 
714560 1 0.0%
 
791345 1 0.0%
 
1008050 1 0.0%
 

LTD_Iss_NG_Gas_Util
Highly correlated

This variable is highly correlated with LTD_Iss_Util_Gas_Supply and should be ignored for analysis

Correlation 1

LTD_Iss_NG_General
Highly correlated

This variable is highly correlated with Total_LTD_Iss_NG and should be ignored for analysis

Correlation 0.96524

LTD_Iss_NG_Other_Educ
Numeric

Distinct count 1092
Unique (%) 53.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 84550
Minimum 0
Maximum 3718357
Zeros (%) 45.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2319.5
Q3 57945
95-th percentile 408960
Maximum 3718357
Range 3718357
Interquartile range 57945

Descriptive statistics

Standard deviation 241250
Coef of variation 2.8533
Kurtosis 54.858
Mean 84550
MAD 116830
Skewness 6.1931
Sum 172481180
Variance 58200000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 931 45.6%
 
1000 4 0.2%
 
2500 3 0.1%
 
1500 3 0.1%
 
1159565 2 0.1%
 
600 2 0.1%
 
4900 2 0.1%
 
5370 2 0.1%
 
800 2 0.1%
 
84504 2 0.1%
 
Other values (1082) 1087 53.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 931 45.6%
 
26 1 0.0%
 
44 1 0.0%
 
46 1 0.0%
 
96 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1935275 1 0.0%
 
2327487 1 0.0%
 
2479604 1 0.0%
 
2812045 1 0.0%
 
3718357 1 0.0%
 

LTD_Iss_NG_Other_NEC
Numeric

Distinct count 1061
Unique (%) 52.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 175750
Minimum 0
Maximum 9322469
Zeros (%) 46.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 5000
Q3 145360
95-th percentile 796760
Maximum 9322469
Range 9322469
Interquartile range 145360

Descriptive statistics

Standard deviation 515450
Coef of variation 2.9329
Kurtosis 93.221
Mean 175750
MAD 235190
Skewness 7.9163
Sum 358526760
Variance 265690000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 938 46.0%
 
50000 7 0.3%
 
150000 5 0.2%
 
15000 4 0.2%
 
25000 4 0.2%
 
100000 4 0.2%
 
200000 4 0.2%
 
8000 3 0.1%
 
40000 3 0.1%
 
5000 3 0.1%
 
Other values (1051) 1065 52.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 938 46.0%
 
73 1 0.0%
 
84 1 0.0%
 
111 1 0.0%
 
168 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4258488 1 0.0%
 
5789875 1 0.0%
 
5795660 1 0.0%
 
7375817 1 0.0%
 
9322469 1 0.0%
 

LTD_Iss_NG_Private_Purp
Numeric

Distinct count 1079
Unique (%) 52.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 275560
Minimum 0
Maximum 5466637
Zeros (%) 46.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 50692
Q3 301990
95-th percentile 1323400
Maximum 5466637
Range 5466637
Interquartile range 301990

Descriptive statistics

Standard deviation 549850
Coef of variation 1.9954
Kurtosis 17.11
Mean 275560
MAD 327990
Skewness 3.6802
Sum 562132927
Variance 302330000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 951 46.6%
 
100000 4 0.2%
 
50000 3 0.1%
 
125000 2 0.1%
 
106100 2 0.1%
 
38000 2 0.1%
 
30000 2 0.1%
 
183329 2 0.1%
 
75000 2 0.1%
 
168465 1 0.0%
 
Other values (1069) 1069 52.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 951 46.6%
 
135 1 0.0%
 
700 1 0.0%
 
978 1 0.0%
 
2428 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3789119 1 0.0%
 
3927886 1 0.0%
 
4192558 1 0.0%
 
4275939 1 0.0%
 
5466637 1 0.0%
 

LTD_Iss_NG_Trans_Util
Highly correlated

This variable is highly correlated with LTD_Iss_Util_Transit and should be ignored for analysis

Correlation 0.99998

LTD_Iss_NG_Utility
Highly correlated

This variable is highly correlated with LTD_Iss_Utility and should be ignored for analysis

Correlation 0.99876

LTD_Iss_NG_Water_Util
Numeric

Distinct count 40
Unique (%) 2.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 413.88
Minimum 0
Maximum 167371
Zeros (%) 98.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 167371
Range 167371
Interquartile range 0

Descriptive statistics

Standard deviation 4912.6
Coef of variation 11.87
Kurtosis 695.88
Mean 413.88
MAD 812.03
Skewness 23.086
Sum 844308
Variance 24134000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2001 98.1%
 
8095 1 0.0%
 
7000 1 0.0%
 
43851 1 0.0%
 
15140 1 0.0%
 
27370 1 0.0%
 
15000 1 0.0%
 
35479 1 0.0%
 
14935 1 0.0%
 
23000 1 0.0%
 
Other values (30) 30 1.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 2001 98.1%
 
353 1 0.0%
 
369 1 0.0%
 
1246 1 0.0%
 
1518 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
41845 1 0.0%
 
42650 1 0.0%
 
43851 1 0.0%
 
76643 1 0.0%
 
167371 1 0.0%
 

LTD_Iss_Private_Purp
Numeric

Distinct count 1673
Unique (%) 82.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 560450
Minimum 0
Maximum 6528128
Zeros (%) 17.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 76060
Median 249130
Q3 649850
95-th percentile 2347200
Maximum 6528128
Range 6528128
Interquartile range 573790

Descriptive statistics

Standard deviation 844130
Coef of variation 1.5062
Kurtosis 10.179
Mean 560450
MAD 554260
Skewness 2.8675
Sum 1143311713
Variance 712560000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 350 17.2%
 
100000 4 0.2%
 
50000 3 0.1%
 
150000 3 0.1%
 
30000 3 0.1%
 
106100 2 0.1%
 
38000 2 0.1%
 
75000 2 0.1%
 
110000 2 0.1%
 
170000 2 0.1%
 
Other values (1663) 1667 81.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 350 17.2%
 
62 1 0.0%
 
119 1 0.0%
 
135 1 0.0%
 
269 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5547204 1 0.0%
 
5699737 1 0.0%
 
6052198 1 0.0%
 
6238657 1 0.0%
 
6528128 1 0.0%
 

LTD_Iss_Unsp_Elec_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_Unsp_Elem_Educ
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_Unsp_Gas_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_Unsp_General
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_Unsp_Other_Educ
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_Unsp_Other_NEC
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_Unsp_Trans_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_Unsp_Utility
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_Unsp_Water_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Iss_Util_Electric
Numeric

Distinct count 74
Unique (%) 3.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 20339
Minimum 0
Maximum 11263500
Zeros (%) 96.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 11263500
Range 11263500
Interquartile range 0

Descriptive statistics

Standard deviation 272750
Coef of variation 13.41
Kurtosis 1421.4
Mean 20339
MAD 39296
Skewness 35.126
Sum 41492408
Variance 74394000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1965 96.3%
 
350000 2 0.1%
 
653480 2 0.1%
 
542220 1 0.0%
 
35375 1 0.0%
 
598 1 0.0%
 
2017881 1 0.0%
 
47710 1 0.0%
 
649835 1 0.0%
 
150130 1 0.0%
 
Other values (64) 64 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1965 96.3%
 
598 1 0.0%
 
844 1 0.0%
 
1000 1 0.0%
 
1500 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1334690 1 0.0%
 
1487395 1 0.0%
 
2017881 1 0.0%
 
2033220 1 0.0%
 
11263500 1 0.0%
 

LTD_Iss_Util_Gas_Supply
Numeric

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0711
Minimum 0
Maximum 1209
Zeros (%) 99.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1209
Range 1209
Interquartile range 0

Descriptive statistics

Standard deviation 34.393
Coef of variation 32.111
Kurtosis 1063
Mean 1.0711
MAD 2.1401
Skewness 32.449
Sum 2185
Variance 1182.9
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2038 99.9%
 
1209 1 0.0%
 
976 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 2038 99.9%
 
976 1 0.0%
 
1209 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0 2038 99.9%
 
976 1 0.0%
 
1209 1 0.0%
 

LTD_Iss_Util_Transit
Numeric

Distinct count 23
Unique (%) 1.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 13789
Minimum 0
Maximum 9800000
Zeros (%) 98.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 9800000
Range 9800000
Interquartile range 0

Descriptive statistics

Standard deviation 242880
Coef of variation 17.614
Kurtosis 1303.2
Mean 13789
MAD 27287
Skewness 33.449
Sum 28129339
Variance 58989000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2018 98.9%
 
541145 1 0.0%
 
864319 1 0.0%
 
821325 1 0.0%
 
491707 1 0.0%
 
1284295 1 0.0%
 
348400 1 0.0%
 
739610 1 0.0%
 
9800000 1 0.0%
 
6567 1 0.0%
 
Other values (13) 13 0.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 2018 98.9%
 
6567 1 0.0%
 
94180 1 0.0%
 
250292 1 0.0%
 
348400 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1720984 1 0.0%
 
1852231 1 0.0%
 
1932680 1 0.0%
 
2159274 1 0.0%
 
9800000 1 0.0%
 

LTD_Iss_Util_Water
Numeric

Distinct count 74
Unique (%) 3.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2058.3
Minimum 0
Maximum 583621
Zeros (%) 96.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 583621
Range 583621
Interquartile range 0

Descriptive statistics

Standard deviation 20008
Coef of variation 9.7209
Kurtosis 420.36
Mean 2058.3
MAD 3967.4
Skewness 17.918
Sum 4198891
Variance 400340000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1964 96.3%
 
3000 2 0.1%
 
7000 2 0.1%
 
2000 2 0.1%
 
34695 1 0.0%
 
35479 1 0.0%
 
23000 1 0.0%
 
137785 1 0.0%
 
14935 1 0.0%
 
186971 1 0.0%
 
Other values (64) 64 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1964 96.3%
 
353 1 0.0%
 
369 1 0.0%
 
1246 1 0.0%
 
2000 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
196177 1 0.0%
 
201013 1 0.0%
 
270758 1 0.0%
 
332216 1 0.0%
 
583621 1 0.0%
 

LTD_Iss_Utility
Numeric

Distinct count 157
Unique (%) 7.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 36188
Minimum 0
Maximum 11263500
Zeros (%) 92.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 35380
Maximum 11263500
Range 11263500
Interquartile range 0

Descriptive statistics

Standard deviation 390390
Coef of variation 10.788
Kurtosis 587.15
Mean 36188
MAD 68089
Skewness 22.332
Sum 73822823
Variance 152400000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1881 92.2%
 
7000 2 0.1%
 
3000 2 0.1%
 
2000 2 0.1%
 
51236 1 0.0%
 
56000 1 0.0%
 
542220 1 0.0%
 
49821 1 0.0%
 
15000 1 0.0%
 
35479 1 0.0%
 
Other values (147) 147 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 1881 92.2%
 
353 1 0.0%
 
369 1 0.0%
 
598 1 0.0%
 
844 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2996460 1 0.0%
 
3493964 1 0.0%
 
3738865 1 0.0%
 
10376191 1 0.0%
 
11263500 1 0.0%
 

LTD_Out_All_Other
Highly correlated

This variable is highly correlated with Total_LTD_Out and should be ignored for analysis

Correlation 0.98178

LTD_Out_FFC_Elec_Util
Highly correlated

This variable is highly correlated with LTD_Ret_FFC_Elec_Util and should be ignored for analysis

Correlation 1

LTD_Out_FFC_Elem_Educ
Highly correlated

This variable is highly correlated with LTD_Out_Gen_Elem_Educ and should be ignored for analysis

Correlation 0.97056

LTD_Out_FFC_Gas_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Out_FFC_General
Highly correlated

This variable is highly correlated with Total_LTD_Out_FFC and should be ignored for analysis

Correlation 0.99968

LTD_Out_FFC_Other_Educ
Numeric

Distinct count 673
Unique (%) 33.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 88970
Minimum 0
Maximum 9308450
Zeros (%) 66.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 28286
95-th percentile 393880
Maximum 9308450
Range 9308450
Interquartile range 28286

Descriptive statistics

Standard deviation 364470
Coef of variation 4.0965
Kurtosis 233.27
Mean 88970
MAD 136710
Skewness 12.05
Sum 181498494
Variance 132840000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1355 66.4%
 
40000 3 0.1%
 
15600 3 0.1%
 
70000 3 0.1%
 
25500 2 0.1%
 
1205 2 0.1%
 
63375 2 0.1%
 
22780 2 0.1%
 
12780 2 0.1%
 
66500 2 0.1%
 
Other values (663) 664 32.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1355 66.4%
 
42 1 0.0%
 
65 1 0.0%
 
95 1 0.0%
 
130 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2946050 1 0.0%
 
3668690 1 0.0%
 
3941475 1 0.0%
 
4825450 1 0.0%
 
9308450 1 0.0%
 

LTD_Out_FFC_Other_NEC
Highly correlated

This variable is highly correlated with LTD_Out_FFC_General and should be ignored for analysis

Correlation 0.94178

LTD_Out_FFC_Trans_Util
Highly correlated

This variable is highly correlated with LTD_Ret_FFC_Trans_Util and should be ignored for analysis

Correlation 0.93867

LTD_Out_FFC_Utility
Numeric

Distinct count 97
Unique (%) 4.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 11810
Minimum 0
Maximum 1411993
Zeros (%) 95.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1411993
Range 1411993
Interquartile range 0

Descriptive statistics

Standard deviation 78413
Coef of variation 6.6395
Kurtosis 126.4
Mean 11810
MAD 22527
Skewness 10.091
Sum 24092402
Variance 6148600000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1944 95.3%
 
68635 1 0.0%
 
719480 1 0.0%
 
8850 1 0.0%
 
15000 1 0.0%
 
123550 1 0.0%
 
131755 1 0.0%
 
41656 1 0.0%
 
699105 1 0.0%
 
68340 1 0.0%
 
Other values (87) 87 4.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1944 95.3%
 
1875 1 0.0%
 
7250 1 0.0%
 
8850 1 0.0%
 
10000 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
735310 1 0.0%
 
803589 1 0.0%
 
1121250 1 0.0%
 
1227218 1 0.0%
 
1411993 1 0.0%
 

LTD_Out_FFC_Water_Util
Highly correlated

This variable is highly correlated with LTD_Out_Util_Water and should be ignored for analysis

Correlation 0.94534

LTD_Out_Gen_Elem_Educ
Numeric

Distinct count 412
Unique (%) 20.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 129070
Minimum 0
Maximum 14832411
Zeros (%) 79.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 582130
Maximum 14832411
Range 14832411
Interquartile range 0

Descriptive statistics

Standard deviation 781950
Coef of variation 6.0584
Kurtosis 200.32
Mean 129070
MAD 219830
Skewness 12.945
Sum 263301165
Variance 611450000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1621 79.5%
 
533854 3 0.1%
 
12000 2 0.1%
 
1480 2 0.1%
 
55135 2 0.1%
 
146000 2 0.1%
 
4000 2 0.1%
 
75550 2 0.1%
 
19140 1 0.0%
 
670 1 0.0%
 
Other values (402) 402 19.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 1621 79.5%
 
100 1 0.0%
 
200 1 0.0%
 
260 1 0.0%
 
385 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9360085 1 0.0%
 
11897965 1 0.0%
 
13538377 1 0.0%
 
14114735 1 0.0%
 
14832411 1 0.0%
 

LTD_Out_Gen_Other_Educ
Numeric

Distinct count 1379
Unique (%) 67.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 562840
Minimum 0
Maximum 15417053
Zeros (%) 32.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 112500
Q3 491750
95-th percentile 2493500
Maximum 15417053
Range 15417053
Interquartile range 491750

Descriptive statistics

Standard deviation 1351100
Coef of variation 2.4005
Kurtosis 25.778
Mean 562840
MAD 698720
Skewness 4.6229
Sum 1148202949
Variance 1825600000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 658 32.3%
 
44014 2 0.1%
 
192800 2 0.1%
 
123390 2 0.1%
 
38472 2 0.1%
 
580239 1 0.0%
 
297657 1 0.0%
 
541371 1 0.0%
 
219836 1 0.0%
 
406205 1 0.0%
 
Other values (1369) 1369 67.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 658 32.3%
 
125 1 0.0%
 
450 1 0.0%
 
821 1 0.0%
 
1344 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9264994 1 0.0%
 
9948485 1 0.0%
 
10226059 1 0.0%
 
10709448 1 0.0%
 
15417053 1 0.0%
 

LTD_Out_Gen_Other_NEC
Highly correlated

This variable is highly correlated with LTD_Out_General and should be ignored for analysis

Correlation 0.98874

LTD_Out_General
Highly correlated

This variable is highly correlated with LTD_Iss_General and should be ignored for analysis

Correlation 0.90749

LTD_Out_NG_Elec_Util
Highly correlated

This variable is highly correlated with LTD_Out_Util_Electric and should be ignored for analysis

Correlation 1

LTD_Out_NG_Elem_Educ
Numeric

Distinct count 164
Unique (%) 8.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 33642
Minimum 0
Maximum 2478776
Zeros (%) 91.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 129390
Maximum 2478776
Range 2478776
Interquartile range 0

Descriptive statistics

Standard deviation 188380
Coef of variation 5.5996
Kurtosis 73.077
Mean 33642
MAD 62517
Skewness 7.9619
Sum 68629090
Variance 35487000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1873 91.8%
 
75550 2 0.1%
 
331040 2 0.1%
 
55135 2 0.1%
 
1480 2 0.1%
 
256500 1 0.0%
 
49700 1 0.0%
 
4805 1 0.0%
 
2478776 1 0.0%
 
1819295 1 0.0%
 
Other values (154) 154 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1873 91.8%
 
260 1 0.0%
 
385 1 0.0%
 
460 1 0.0%
 
735 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1938590 1 0.0%
 
2102470 1 0.0%
 
2266589 1 0.0%
 
2302357 1 0.0%
 
2478776 1 0.0%
 

LTD_Out_NG_Gas_Util
Highly correlated

This variable is highly correlated with LTD_Out_Util_Gas_Supply and should be ignored for analysis

Correlation 1

LTD_Out_NG_General
Highly correlated

This variable is highly correlated with Tot_LTD_Out_NG and should be ignored for analysis

Correlation 0.99273

LTD_Out_NG_Other_Educ
Highly correlated

This variable is highly correlated with LTD_Out_Gen_Other_Educ and should be ignored for analysis

Correlation 0.9654

LTD_Out_NG_Other_NEC
Highly correlated

This variable is highly correlated with Tot_LTD_Out_NG and should be ignored for analysis

Correlation 0.91359

LTD_Out_NG_Private_Purp
Highly correlated

This variable is highly correlated with LTD_Out_NG_General and should be ignored for analysis

Correlation 0.92287

LTD_Out_NG_Trans_Util
Highly correlated

This variable is highly correlated with LTD_Out_NG_Utility and should be ignored for analysis

Correlation 0.90122

LTD_Out_NG_Utility
Highly correlated

This variable is highly correlated with LTD_Out_Util_Transit and should be ignored for analysis

Correlation 0.9045

LTD_Out_NG_Water_Util
Numeric

Distinct count 105
Unique (%) 5.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4017
Minimum 0
Maximum 243671
Zeros (%) 94.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 324.25
Maximum 243671
Range 243671
Interquartile range 0

Descriptive statistics

Standard deviation 23842
Coef of variation 5.9353
Kurtosis 45.883
Mean 4017
MAD 7679.4
Skewness 6.671
Sum 8194607
Variance 568430000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1933 94.8%
 
184820 2 0.1%
 
1091 2 0.1%
 
308 2 0.1%
 
127509 1 0.0%
 
113040 1 0.0%
 
2519 1 0.0%
 
147928 1 0.0%
 
192991 1 0.0%
 
517 1 0.0%
 
Other values (95) 95 4.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 1933 94.8%
 
308 2 0.1%
 
314 1 0.0%
 
319 1 0.0%
 
324 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
197387 1 0.0%
 
198207 1 0.0%
 
201271 1 0.0%
 
213356 1 0.0%
 
243671 1 0.0%
 

LTD_Out_Private_Purp
Highly correlated

This variable is highly correlated with Interest_on_Gen_Debt and should be ignored for analysis

Correlation 0.90635

LTD_Out_Util_Electric
Numeric

Distinct count 126
Unique (%) 6.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 106060
Minimum 0
Maximum 11263500
Zeros (%) 93.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 200000
Maximum 11263500
Range 11263500
Interquartile range 0

Descriptive statistics

Standard deviation 638430
Coef of variation 6.0197
Kurtosis 142.9
Mean 106060
MAD 199060
Skewness 10.41
Sum 216355762
Variance 407600000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1905 93.4%
 
68945 6 0.3%
 
81410 2 0.1%
 
453604 2 0.1%
 
200000 2 0.1%
 
3462430 2 0.1%
 
98425 2 0.1%
 
2409212 1 0.0%
 
2237206 1 0.0%
 
495000 1 0.0%
 
Other values (116) 116 5.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 1905 93.4%
 
10550 1 0.0%
 
27010 1 0.0%
 
31420 1 0.0%
 
40403 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8189222 1 0.0%
 
8803796 1 0.0%
 
9199598 1 0.0%
 
11083500 1 0.0%
 
11263500 1 0.0%
 

LTD_Out_Util_Gas_Supply
Highly correlated

This variable is highly correlated with Gas_Util_Inter_Exp and should be ignored for analysis

Correlation 0.97812

LTD_Out_Util_Transit
Highly correlated

This variable is highly correlated with Total_LTD_Out_Utility and should be ignored for analysis

Correlation 0.90674

LTD_Out_Util_Water
Numeric

Distinct count 142
Unique (%) 7.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 11098
Minimum 0
Maximum 1411993
Zeros (%) 93.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 19131
Maximum 1411993
Range 1411993
Interquartile range 0

Descriptive statistics

Standard deviation 70930
Coef of variation 6.391
Kurtosis 166.69
Mean 11098
MAD 20912
Skewness 11.233
Sum 22640828
Variance 5031100000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1897 93.0%
 
308 2 0.1%
 
1091 2 0.1%
 
719480 1 0.0%
 
342644 1 0.0%
 
623 1 0.0%
 
603 1 0.0%
 
588 1 0.0%
 
197176 1 0.0%
 
555 1 0.0%
 
Other values (132) 132 6.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1897 93.0%
 
308 2 0.1%
 
314 1 0.0%
 
319 1 0.0%
 
324 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
719480 1 0.0%
 
803589 1 0.0%
 
1121250 1 0.0%
 
1227218 1 0.0%
 
1411993 1 0.0%
 

LTD_Ret_All_Other
Highly correlated

This variable is highly correlated with Total_LTD_Retired and should be ignored for analysis

Correlation 0.95631

LTD_Ret_FFC_Elec_Util
Boolean

Distinct count 2
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Mean 0.42647
0
2039
870
 
1
Value Count Frequency (%)  
0 2039 100.0%
 
870 1 0.0%
 

LTD_Ret_FFC_Elem_Educ
Numeric

Distinct count 220
Unique (%) 10.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 7410.9
Minimum 0
Maximum 1106614
Zeros (%) 86.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 15996
Maximum 1106614
Range 1106614
Interquartile range 0

Descriptive statistics

Standard deviation 53915
Coef of variation 7.2751
Kurtosis 226.58
Mean 7410.9
MAD 13192
Skewness 13.807
Sum 15118221
Variance 2906800000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1759 86.2%
 
8000 18 0.9%
 
250 15 0.7%
 
4000 6 0.3%
 
2000 5 0.2%
 
22045 5 0.2%
 
7000 4 0.2%
 
31045 3 0.1%
 
47467 3 0.1%
 
2500 2 0.1%
 
Other values (210) 220 10.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 1759 86.2%
 
100 2 0.1%
 
190 2 0.1%
 
250 15 0.7%
 
355 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
587975 1 0.0%
 
881935 1 0.0%
 
946820 1 0.0%
 
955069 1 0.0%
 
1106614 1 0.0%
 

LTD_Ret_FFC_Gas_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_FFC_General
Highly correlated

This variable is highly correlated with Total_LTD_Ret_FFC and should be ignored for analysis

Correlation 0.99966

LTD_Ret_FFC_Other_Educ
Numeric

Distinct count 588
Unique (%) 28.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 8101.4
Minimum 0
Maximum 535450
Zeros (%) 66.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 3783.2
95-th percentile 38606
Maximum 535450
Range 535450
Interquartile range 3783.2

Descriptive statistics

Standard deviation 32885
Coef of variation 4.0592
Kurtosis 101.74
Mean 8101.4
MAD 12319
Skewness 8.9026
Sum 16526766
Variance 1081400000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1359 66.6%
 
5800 14 0.7%
 
9405 5 0.2%
 
10929 4 0.2%
 
7672 4 0.2%
 
22200 4 0.2%
 
5000 4 0.2%
 
9700 3 0.1%
 
1330 3 0.1%
 
400 3 0.1%
 
Other values (578) 637 31.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 1359 66.6%
 
35 1 0.0%
 
40 2 0.1%
 
42 1 0.0%
 
53 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
297833 1 0.0%
 
437960 1 0.0%
 
453600 1 0.0%
 
468090 1 0.0%
 
535450 1 0.0%
 

LTD_Ret_FFC_Other_NEC
Highly correlated

This variable is highly correlated with LTD_Ret_FFC_General and should be ignored for analysis

Correlation 0.98933

LTD_Ret_FFC_Trans_Util
Numeric

Distinct count 22
Unique (%) 1.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 389.54
Minimum 0
Maximum 45145
Zeros (%) 98.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 45145
Range 45145
Interquartile range 0

Descriptive statistics

Standard deviation 3834.9
Coef of variation 9.8448
Kurtosis 95.279
Mean 389.54
MAD 771.03
Skewness 9.8217
Sum 794656
Variance 14707000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2014 98.7%
 
5 5 0.2%
 
36030 2 0.1%
 
35625 1 0.0%
 
45145 1 0.0%
 
37040 1 0.0%
 
41275 1 0.0%
 
29000 1 0.0%
 
37347 1 0.0%
 
37501 1 0.0%
 
Other values (12) 12 0.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 2014 98.7%
 
5 5 0.2%
 
29000 1 0.0%
 
34034 1 0.0%
 
35625 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
40405 1 0.0%
 
41275 1 0.0%
 
42205 1 0.0%
 
42782 1 0.0%
 
45145 1 0.0%
 

LTD_Ret_FFC_Utility
Highly correlated

This variable is highly correlated with LTD_Ret_Util_Water and should be ignored for analysis

Correlation 0.93305

LTD_Ret_FFC_Water_Util
Highly correlated

This variable is highly correlated with LTD_Ret_FFC_Utility and should be ignored for analysis

Correlation 0.95517

LTD_Ret_Gen_Elem_Educ
Numeric

Distinct count 375
Unique (%) 18.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 11747
Minimum 0
Maximum 1106614
Zeros (%) 79.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 56290
Maximum 1106614
Range 1106614
Interquartile range 0

Descriptive statistics

Standard deviation 60544
Coef of variation 5.154
Kurtosis 145.33
Mean 11747
MAD 19842
Skewness 10.651
Sum 23964100
Variance 3665600000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1627 79.8%
 
8000 10 0.5%
 
22045 5 0.2%
 
4000 4 0.2%
 
7000 4 0.2%
 
2000 3 0.1%
 
31045 3 0.1%
 
47467 3 0.1%
 
2500 2 0.1%
 
405 2 0.1%
 
Other values (365) 377 18.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1627 79.8%
 
100 2 0.1%
 
190 2 0.1%
 
200 1 0.0%
 
249 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
587975 1 0.0%
 
881935 1 0.0%
 
946820 1 0.0%
 
955069 1 0.0%
 
1106614 1 0.0%
 

LTD_Ret_Gen_Other_Educ
Numeric

Distinct count 1364
Unique (%) 66.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 53412
Minimum 0
Maximum 2086008
Zeros (%) 32.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 6787
Q3 38674
95-th percentile 238820
Maximum 2086008
Range 2086008
Interquartile range 38674

Descriptive statistics

Standard deviation 153480
Coef of variation 2.8735
Kurtosis 58.622
Mean 53412
MAD 70361
Skewness 6.6444
Sum 108959993
Variance 23556000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 657 32.2%
 
34766 2 0.1%
 
102 2 0.1%
 
10050 2 0.1%
 
905 2 0.1%
 
2618 2 0.1%
 
4865 2 0.1%
 
2317 2 0.1%
 
733 2 0.1%
 
12833 2 0.1%
 
Other values (1354) 1365 66.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 657 32.2%
 
93 1 0.0%
 
94 1 0.0%
 
100 1 0.0%
 
102 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1367516 1 0.0%
 
1599993 1 0.0%
 
1626245 1 0.0%
 
2059950 1 0.0%
 
2086008 1 0.0%
 

LTD_Ret_Gen_Other_NEC
Highly correlated

This variable is highly correlated with LTD_Ret_General and should be ignored for analysis

Correlation 0.98897

LTD_Ret_General
Highly correlated

This variable is highly correlated with LTD_Iss_Gen_Other_NEC and should be ignored for analysis

Correlation 0.91021

LTD_Ret_NG_Elec_Util
Highly correlated

This variable is highly correlated with LTD_Ret_Util_Electric and should be ignored for analysis

Correlation 1

LTD_Ret_NG_Elem_Educ
Numeric

Distinct count 157
Unique (%) 7.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4336.2
Minimum 0
Maximum 538141
Zeros (%) 92.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 14694
Maximum 538141
Range 538141
Interquartile range 0

Descriptive statistics

Standard deviation 28656
Coef of variation 6.6085
Kurtosis 141.99
Mean 4336.2
MAD 8101.7
Skewness 10.824
Sum 8845879
Variance 821170000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1880 92.2%
 
17250 2 0.1%
 
430 2 0.1%
 
7765 2 0.1%
 
683 2 0.1%
 
51737 1 0.0%
 
601 1 0.0%
 
35405 1 0.0%
 
586 1 0.0%
 
37015 1 0.0%
 
Other values (147) 147 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 1880 92.2%
 
200 1 0.0%
 
249 1 0.0%
 
260 1 0.0%
 
275 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
344049 1 0.0%
 
364540 1 0.0%
 
370189 1 0.0%
 
420301 1 0.0%
 
538141 1 0.0%
 

LTD_Ret_NG_Gas_Util
Highly correlated

This variable is highly correlated with LTD_Ret_Util_Gas_Supply and should be ignored for analysis

Correlation 1

LTD_Ret_NG_General
Highly correlated

This variable is highly correlated with Total_LTD_Ret_NG and should be ignored for analysis

Correlation 0.96543

LTD_Ret_NG_Other_Educ
Highly correlated

This variable is highly correlated with LTD_Ret_Gen_Other_Educ and should be ignored for analysis

Correlation 0.97727

LTD_Ret_NG_Other_NEC
Numeric

Distinct count 1336
Unique (%) 65.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 89537
Minimum 0
Maximum 5637637
Zeros (%) 33.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 7545
Q3 52460
95-th percentile 463210
Maximum 5637637
Range 5637637
Interquartile range 52460

Descriptive statistics

Standard deviation 285120
Coef of variation 3.1843
Kurtosis 119.22
Mean 89537
MAD 124100
Skewness 8.7501
Sum 182654908
Variance 81291000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 673 33.0%
 
300 6 0.3%
 
1000 5 0.2%
 
31 3 0.1%
 
4728 2 0.1%
 
7822 2 0.1%
 
40 2 0.1%
 
25 2 0.1%
 
50 2 0.1%
 
555 2 0.1%
 
Other values (1326) 1341 65.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 673 33.0%
 
25 2 0.1%
 
26 1 0.0%
 
30 1 0.0%
 
31 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
2474592 1 0.0%
 
2617811 1 0.0%
 
2666353 1 0.0%
 
4627486 1 0.0%
 
5637637 1 0.0%
 

LTD_Ret_NG_Private_Purp
Numeric

Distinct count 1117
Unique (%) 54.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 188760
Minimum 0
Maximum 6421230
Zeros (%) 45.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 17950
Q3 202640
95-th percentile 867720
Maximum 6421230
Range 6421230
Interquartile range 202640

Descriptive statistics

Standard deviation 436050
Coef of variation 2.31
Kurtosis 59.521
Mean 188760
MAD 232320
Skewness 6.0789
Sum 385076938
Variance 190140000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 917 45.0%
 
8339 2 0.1%
 
160834 2 0.1%
 
249923 2 0.1%
 
9064 2 0.1%
 
2588 2 0.1%
 
41897 2 0.1%
 
10865 2 0.1%
 
33440 1 0.0%
 
479905 1 0.0%
 
Other values (1107) 1107 54.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 917 45.0%
 
25 1 0.0%
 
55 1 0.0%
 
110 1 0.0%
 
172 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3290631 1 0.0%
 
3324357 1 0.0%
 
5540206 1 0.0%
 
6317471 1 0.0%
 
6421230 1 0.0%
 

LTD_Ret_NG_Trans_Util
Highly correlated

This variable is highly correlated with LTD_Ret_NG_Utility and should be ignored for analysis

Correlation 0.91073

LTD_Ret_NG_Utility
Highly correlated

This variable is highly correlated with LTD_Ret_Util_Transit and should be ignored for analysis

Correlation 0.91478

LTD_Ret_NG_Water_Util
Numeric

Distinct count 88
Unique (%) 4.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 232.37
Minimum 0
Maximum 72612
Zeros (%) 94.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 4.05
Maximum 72612
Range 72612
Interquartile range 0

Descriptive statistics

Standard deviation 2718
Coef of variation 11.697
Kurtosis 465.26
Mean 232.37
MAD 444.42
Skewness 20.161
Sum 474044
Variance 7387700
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1936 94.9%
 
476 7 0.3%
 
5 6 0.3%
 
200 4 0.2%
 
250 2 0.1%
 
1113 2 0.1%
 
4 2 0.1%
 
33 1 0.0%
 
4530 1 0.0%
 
2380 1 0.0%
 
Other values (78) 78 3.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 1936 94.9%
 
4 2 0.1%
 
5 6 0.3%
 
20 1 0.0%
 
33 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
26685 1 0.0%
 
26795 1 0.0%
 
45250 1 0.0%
 
66078 1 0.0%
 
72612 1 0.0%
 

LTD_Ret_Private_Purp
Numeric

Distinct count 1727
Unique (%) 84.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 445370
Minimum 0
Maximum 6962798
Zeros (%) 15.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 42464
Median 192640
Q3 503170
95-th percentile 1831200
Maximum 6962798
Range 6962798
Interquartile range 460700

Descriptive statistics

Standard deviation 752080
Coef of variation 1.6887
Kurtosis 20.937
Mean 445370
MAD 453650
Skewness 3.8903
Sum 908550966
Variance 565620000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 306 15.0%
 
95491 2 0.1%
 
41897 2 0.1%
 
249923 2 0.1%
 
2588 2 0.1%
 
160834 2 0.1%
 
8339 2 0.1%
 
10865 2 0.1%
 
9064 2 0.1%
 
585077 1 0.0%
 
Other values (1717) 1717 84.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 306 15.0%
 
25 1 0.0%
 
55 1 0.0%
 
110 1 0.0%
 
172 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6317471 1 0.0%
 
6421230 1 0.0%
 
6672841 1 0.0%
 
6685834 1 0.0%
 
6962798 1 0.0%
 

LTD_Ret_Unsp_Elec_Utili
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_Unsp_Elem_Educ
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_Unsp_Gas_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_Unsp_General
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_Unsp_Other_Educ
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_Unsp_Other_NEC
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_Unsp_Trans_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_Unsp_Utility
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_Unsp_Water_Util
Constant

This variable is constant and should be ignored for analysis

Constant value 0

LTD_Ret_Util_Electric
Numeric

Distinct count 121
Unique (%) 5.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 13834
Minimum 0
Maximum 2088806
Zeros (%) 94.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2488.3
Maximum 2088806
Range 2088806
Interquartile range 0

Descriptive statistics

Standard deviation 112790
Coef of variation 8.1533
Kurtosis 194.71
Mean 13834
MAD 26393
Skewness 12.811
Sum 28220779
Variance 12722000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1918 94.0%
 
6085 2 0.1%
 
1450 2 0.1%
 
203390 1 0.0%
 
4543 1 0.0%
 
86465 1 0.0%
 
96715 1 0.0%
 
2986 1 0.0%
 
4573 1 0.0%
 
68082 1 0.0%
 
Other values (111) 111 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1918 94.0%
 
870 1 0.0%
 
1115 1 0.0%
 
1120 1 0.0%
 
1195 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1311617 1 0.0%
 
1596550 1 0.0%
 
1950630 1 0.0%
 
2079688 1 0.0%
 
2088806 1 0.0%
 

LTD_Ret_Util_Gas_Supply
Numeric

Distinct count 17
Unique (%) 0.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9569
Minimum 0
Maximum 670
Zeros (%) 99.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 670
Range 670
Interquartile range 0

Descriptive statistics

Standard deviation 27.998
Coef of variation 14.308
Kurtosis 332.61
Mean 1.9569
MAD 3.883
Skewness 17.378
Sum 3992
Variance 783.91
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2024 99.2%
 
190 1 0.0%
 
18 1 0.0%
 
20 1 0.0%
 
21 1 0.0%
 
66 1 0.0%
 
124 1 0.0%
 
167 1 0.0%
 
670 1 0.0%
 
534 1 0.0%
 
Other values (7) 7 0.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 2024 99.2%
 
18 1 0.0%
 
20 1 0.0%
 
21 1 0.0%
 
66 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
355 1 0.0%
 
490 1 0.0%
 
492 1 0.0%
 
534 1 0.0%
 
670 1 0.0%
 

LTD_Ret_Util_Transit
Highly correlated

This variable is highly correlated with LTD_Ret_Utility and should be ignored for analysis

Correlation 0.91197

LTD_Ret_Util_Water
Numeric

Distinct count 128
Unique (%) 6.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1149.9
Minimum 0
Maximum 477653
Zeros (%) 93.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1028.1
Maximum 477653
Range 477653
Interquartile range 0

Descriptive statistics

Standard deviation 12835
Coef of variation 11.162
Kurtosis 948.96
Mean 1149.9
MAD 2173.8
Skewness 27.317
Sum 2345750
Variance 164730000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1898 93.0%
 
476 7 0.3%
 
5 6 0.3%
 
200 2 0.1%
 
4 2 0.1%
 
219 2 0.1%
 
1113 2 0.1%
 
4530 1 0.0%
 
445 1 0.0%
 
66078 1 0.0%
 
Other values (118) 118 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 1898 93.0%
 
4 2 0.1%
 
5 6 0.3%
 
20 1 0.0%
 
33 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
111151 1 0.0%
 
113813 1 0.0%
 
118505 1 0.0%
 
129774 1 0.0%
 
477653 1 0.0%
 

LTD_Ret_Utility
Highly correlated

This variable is highly correlated with LTD_Iss_NG_Trans_Util and should be ignored for analysis

Correlation 0.93341

Libraries_Cap_Outlay
Numeric

Distinct count 741
Unique (%) 36.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 608.4
Minimum 0
Maximum 68850
Zeros (%) 11.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 22
Median 105
Q3 352.5
95-th percentile 2264.4
Maximum 68850
Range 68850
Interquartile range 330.5

Descriptive statistics

Standard deviation 2628.7
Coef of variation 4.3206
Kurtosis 290
Mean 608.4
MAD 807.67
Skewness 14.381
Sum 1241137
Variance 6910000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 232 11.4%
 
10 19 0.9%
 
14 18 0.9%
 
2 16 0.8%
 
4 16 0.8%
 
6 16 0.8%
 
8 15 0.7%
 
9 15 0.7%
 
27 13 0.6%
 
19 13 0.6%
 
Other values (731) 1667 81.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 232 11.4%
 
1 9 0.4%
 
2 16 0.8%
 
3 10 0.5%
 
4 16 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
23423 1 0.0%
 
30633 1 0.0%
 
31126 1 0.0%
 
44916 1 0.0%
 
68850 1 0.0%
 

Libraries_Construction
Highly correlated

This variable is highly correlated with Libraries_Cap_Outlay and should be ignored for analysis

Correlation 0.96305

Libraries_Current_Exp
Highly correlated

This variable is highly correlated with Libraries_Direct_Exp and should be ignored for analysis

Correlation 0.96072

Libraries_Direct_Exp
Numeric

Distinct count 1805
Unique (%) 88.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6732.5
Minimum 0
Maximum 106316
Zeros (%) 3.9%

Quantile statistics

Minimum 0
5-th percentile 512.5
Q1 2122
Median 4012.5
Q3 7899.2
95-th percentile 21121
Maximum 106316
Range 106316
Interquartile range 5777.2

Descriptive statistics

Standard deviation 8838.2
Coef of variation 1.3128
Kurtosis 28.619
Mean 6732.5
MAD 5310.5
Skewness 4.3288
Sum 13734304
Variance 78114000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 79 3.9%
 
3018 3 0.1%
 
1345 3 0.1%
 
2352 3 0.1%
 
2384 3 0.1%
 
1854 3 0.1%
 
3982 3 0.1%
 
5376 3 0.1%
 
2973 3 0.1%
 
4299 3 0.1%
 
Other values (1795) 1934 94.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 79 3.9%
 
7 1 0.0%
 
9 1 0.0%
 
15 1 0.0%
 
22 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
75218 1 0.0%
 
77724 1 0.0%
 
85811 1 0.0%
 
88522 1 0.0%
 
106316 1 0.0%
 

Libraries_IG_Local_Govts
Highly correlated

This variable is highly correlated with Libraries_Total_Expend and should be ignored for analysis

Correlation 0.96415

Libraries_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Libraries_Total_Expend
Numeric

Distinct count 1916
Unique (%) 93.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 16410
Minimum 0
Maximum 474055
Zeros (%) 1.8%

Quantile statistics

Minimum 0
5-th percentile 1150.9
Q1 3606.8
Median 7544.5
Q3 17105
95-th percentile 53652
Maximum 474055
Range 474055
Interquartile range 13498

Descriptive statistics

Standard deviation 32317
Coef of variation 1.9694
Kurtosis 84.909
Mean 16410
MAD 15212
Skewness 7.8914
Sum 33476171
Variance 1044400000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 36 1.8%
 
4401 3 0.1%
 
3688 3 0.1%
 
3280 3 0.1%
 
1767 2 0.1%
 
5988 2 0.1%
 
5349 2 0.1%
 
5789 2 0.1%
 
3773 2 0.1%
 
2371 2 0.1%
 
Other values (1906) 1983 97.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 36 1.8%
 
15 1 0.0%
 
36 1 0.0%
 
57 1 0.0%
 
237 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
378285 1 0.0%
 
385506 1 0.0%
 
396478 1 0.0%
 
433608 1 0.0%
 
474055 1 0.0%
 

Liquor_Stores_Cap_Out
Numeric

Distinct count 356
Unique (%) 17.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 245.3
Minimum 0
Maximum 24577
Zeros (%) 79.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1239.4
Maximum 24577
Range 24577
Interquartile range 0

Descriptive statistics

Standard deviation 1228
Coef of variation 5.0061
Kurtosis 181.02
Mean 245.3
MAD 414.63
Skewness 11.606
Sum 500414
Variance 1508000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1626 79.7%
 
2 6 0.3%
 
18 5 0.2%
 
11 4 0.2%
 
1 4 0.2%
 
103 3 0.1%
 
25 3 0.1%
 
377 3 0.1%
 
5 3 0.1%
 
170 2 0.1%
 
Other values (346) 381 18.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 1626 79.7%
 
1 4 0.2%
 
2 6 0.3%
 
3 1 0.0%
 
4 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
9975 1 0.0%
 
11505 2 0.1%
 
20790 1 0.0%
 
22399 1 0.0%
 
24577 1 0.0%
 

Liquor_Stores_Constr
Numeric

Distinct count 102
Unique (%) 5.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 25.895
Minimum 0
Maximum 6642
Zeros (%) 93.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 19.05
Maximum 6642
Range 6642
Interquartile range 0

Descriptive statistics

Standard deviation 226.13
Coef of variation 8.7325
Kurtosis 441.64
Mean 25.895
MAD 49.021
Skewness 18.26
Sum 52826
Variance 51135
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1909 93.6%
 
1 6 0.3%
 
31 3 0.1%
 
2 3 0.1%
 
5 3 0.1%
 
7 3 0.1%
 
11 3 0.1%
 
200 2 0.1%
 
124 2 0.1%
 
275 2 0.1%
 
Other values (92) 104 5.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1909 93.6%
 
1 6 0.3%
 
2 3 0.1%
 
3 1 0.0%
 
4 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
2097 1 0.0%
 
2215 1 0.0%
 
2561 1 0.0%
 
4291 1 0.0%
 
6642 1 0.0%
 

Liquor_Stores_Current_Exp
Highly correlated

This variable is highly correlated with Liquor_Stores_Tot_Exp and should be ignored for analysis

Correlation 0.99998

Liquor_Stores_Revenue
Numeric

Distinct count 669
Unique (%) 32.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 82077
Minimum 0
Maximum 1937885
Zeros (%) 66.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 60163
95-th percentile 483260
Maximum 1937885
Range 1937885
Interquartile range 60163

Descriptive statistics

Standard deviation 200540
Coef of variation 2.4433
Kurtosis 22.74
Mean 82077
MAD 117730
Skewness 4.1282
Sum 167437024
Variance 40215000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1363 66.8%
 
33 4 0.2%
 
129965 2 0.1%
 
52990 2 0.1%
 
1021890 2 0.1%
 
213972 2 0.1%
 
25 2 0.1%
 
53167 2 0.1%
 
127622 1 0.0%
 
29662 1 0.0%
 
Other values (659) 659 32.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1363 66.8%
 
25 2 0.1%
 
26 1 0.0%
 
28 1 0.0%
 
30 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1657205 1 0.0%
 
1731463 1 0.0%
 
1786501 1 0.0%
 
1862270 1 0.0%
 
1937885 1 0.0%
 

Liquor_Stores_Tot_Exp
Highly correlated

This variable is highly correlated with Liquor_Stores_Revenue and should be ignored for analysis

Correlation 0.98812

Local_IGR_Health___Hos
Numeric

Distinct count 1208
Unique (%) 59.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 14325
Minimum 0
Maximum 405072
Zeros (%) 35.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 537.5
Q3 8149.2
95-th percentile 66175
Maximum 405072
Range 405072
Interquartile range 8149.2

Descriptive statistics

Standard deviation 39317
Coef of variation 2.7446
Kurtosis 36.92
Mean 14325
MAD 20246
Skewness 5.4344
Sum 29223109
Variance 1545800000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 720 35.3%
 
5 10 0.5%
 
9 5 0.2%
 
10 5 0.2%
 
20 4 0.2%
 
30 4 0.2%
 
40 4 0.2%
 
18 4 0.2%
 
11 4 0.2%
 
12 4 0.2%
 
Other values (1198) 1276 62.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 720 35.3%
 
1 2 0.1%
 
2 4 0.2%
 
3 1 0.0%
 
4 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
358644 1 0.0%
 
363167 1 0.0%
 
371673 1 0.0%
 
380742 1 0.0%
 
405072 1 0.0%
 

Local_IGR_Highways
Numeric

Distinct count 1480
Unique (%) 72.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 24095
Minimum 0
Maximum 3489206
Zeros (%) 24.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 4
Median 5141.5
Q3 18965
95-th percentile 70028
Maximum 3489206
Range 3489206
Interquartile range 18961

Descriptive statistics

Standard deviation 110330
Coef of variation 4.5788
Kurtosis 513.95
Mean 24095
MAD 29820
Skewness 19.121
Sum 49154319
Variance 12172000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 502 24.6%
 
6 5 0.2%
 
5 4 0.2%
 
8001 3 0.1%
 
1 3 0.1%
 
3 3 0.1%
 
17435 3 0.1%
 
280 3 0.1%
 
261 3 0.1%
 
108 2 0.1%
 
Other values (1470) 1509 74.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 502 24.6%
 
1 3 0.1%
 
2 1 0.0%
 
3 3 0.1%
 
4 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
857403 2 0.1%
 
955725 1 0.0%
 
1288982 1 0.0%
 
1524214 1 0.0%
 
3489206 1 0.0%
 

Local_IGR_Hous_Com_Dev
Numeric

Distinct count 52
Unique (%) 2.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 96.648
Minimum 0
Maximum 15318
Zeros (%) 97.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 15318
Range 15318
Interquartile range 0

Descriptive statistics

Standard deviation 937.37
Coef of variation 9.6988
Kurtosis 169.97
Mean 96.648
MAD 188.81
Skewness 12.446
Sum 197162
Variance 878650
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1988 97.5%
 
17 2 0.1%
 
8550 1 0.0%
 
700 1 0.0%
 
680 1 0.0%
 
10917 1 0.0%
 
14820 1 0.0%
 
14810 1 0.0%
 
434 1 0.0%
 
432 1 0.0%
 
Other values (42) 42 2.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1988 97.5%
 
1 1 0.0%
 
17 2 0.1%
 
22 1 0.0%
 
35 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
12510 1 0.0%
 
14810 1 0.0%
 
14820 1 0.0%
 
15131 1 0.0%
 
15318 1 0.0%
 

Local_IGR_InterSchool_Aid
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Local_IGR_Oth_Gen_Sup
Numeric

Distinct count 32
Unique (%) 1.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 81.263
Minimum 0
Maximum 20640
Zeros (%) 97.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 20640
Range 20640
Interquartile range 0

Descriptive statistics

Standard deviation 1008.1
Coef of variation 12.406
Kurtosis 276.22
Mean 81.263
MAD 159.42
Skewness 15.96
Sum 165777
Variance 1016300
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1998 97.9%
 
200 12 0.6%
 
3647 1 0.0%
 
11 1 0.0%
 
31 1 0.0%
 
4127 1 0.0%
 
32 1 0.0%
 
43 1 0.0%
 
45 1 0.0%
 
4214 1 0.0%
 
Other values (22) 22 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1998 97.9%
 
11 1 0.0%
 
31 1 0.0%
 
32 1 0.0%
 
43 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
15454 1 0.0%
 
16502 1 0.0%
 
17547 1 0.0%
 
19737 1 0.0%
 
20640 1 0.0%
 

Local_IGR_Other
Numeric

Distinct count 1856
Unique (%) 91.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 39689
Minimum 0
Maximum 3202712
Zeros (%) 5.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1838
Median 7784.5
Q3 29048
95-th percentile 114010
Maximum 3202712
Range 3202712
Interquartile range 27210

Descriptive statistics

Standard deviation 143480
Coef of variation 3.6153
Kurtosis 163.52
Mean 39689
MAD 49740
Skewness 10.509
Sum 80964672
Variance 20588000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 105 5.1%
 
145 3 0.1%
 
4418 3 0.1%
 
584 3 0.1%
 
680 3 0.1%
 
2817 3 0.1%
 
1008 3 0.1%
 
1 3 0.1%
 
4795 2 0.1%
 
3529 2 0.1%
 
Other values (1846) 1910 93.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 105 5.1%
 
1 3 0.1%
 
2 2 0.1%
 
3 1 0.0%
 
4 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1206832 1 0.0%
 
1253544 1 0.0%
 
1286800 1 0.0%
 
2262224 1 0.0%
 
3202712 1 0.0%
 

Local_IGR_Other_Education
Numeric

Distinct count 1796
Unique (%) 88.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 31029
Minimum 0
Maximum 2391799
Zeros (%) 6.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1208
Median 5688.5
Q3 19205
95-th percentile 163690
Maximum 2391799
Range 2391799
Interquartile range 17997

Descriptive statistics

Standard deviation 104790
Coef of variation 3.377
Kurtosis 264.39
Mean 31029
MAD 40157
Skewness 13.558
Sum 63299575
Variance 10980000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 128 6.3%
 
1 6 0.3%
 
2 5 0.2%
 
894 4 0.2%
 
137 4 0.2%
 
108 4 0.2%
 
8000 3 0.1%
 
1702 3 0.1%
 
6991 3 0.1%
 
1185 3 0.1%
 
Other values (1786) 1877 92.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 128 6.3%
 
1 6 0.3%
 
2 5 0.2%
 
3 3 0.1%
 
4 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
558498 1 0.0%
 
616700 1 0.0%
 
1774936 1 0.0%
 
2252358 1 0.0%
 
2391799 1 0.0%
 

Local_IGR_Public_Welf
Highly correlated

This variable is highly correlated with Tot_Local_IG_Rev and should be ignored for analysis

Correlation 0.94368

Local_IGR_Sewerage
Numeric

Distinct count 118
Unique (%) 5.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3153.6
Minimum 0
Maximum 354263
Zeros (%) 94.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 348.25
Maximum 354263
Range 354263
Interquartile range 0

Descriptive statistics

Standard deviation 27296
Coef of variation 8.6556
Kurtosis 117.3
Mean 3153.6
MAD 6059.3
Skewness 10.657
Sum 6433282
Variance 745070000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1921 94.2%
 
649 2 0.1%
 
5873 2 0.1%
 
489 1 0.0%
 
20849 1 0.0%
 
378 1 0.0%
 
307582 1 0.0%
 
396 1 0.0%
 
397 1 0.0%
 
418 1 0.0%
 
Other values (108) 108 5.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1921 94.2%
 
36 1 0.0%
 
42 1 0.0%
 
44 1 0.0%
 
50 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
327915 1 0.0%
 
331028 1 0.0%
 
334057 1 0.0%
 
335033 1 0.0%
 
354263 1 0.0%
 

Local_IGR_Transit_Sub
Numeric

Distinct count 285
Unique (%) 14.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 15581
Minimum 0
Maximum 1347789
Zeros (%) 84.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 12114
Maximum 1347789
Range 1347789
Interquartile range 0

Descriptive statistics

Standard deviation 105720
Coef of variation 6.7851
Kurtosis 80.386
Mean 15581
MAD 29172
Skewness 8.6286
Sum 31784321
Variance 11176000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1730 84.8%
 
4 4 0.2%
 
12 3 0.1%
 
177 3 0.1%
 
194 3 0.1%
 
23 3 0.1%
 
83635 3 0.1%
 
3 3 0.1%
 
2 3 0.1%
 
6 2 0.1%
 
Other values (275) 283 13.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 1730 84.8%
 
1 2 0.1%
 
2 3 0.1%
 
3 3 0.1%
 
4 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
1140667 1 0.0%
 
1173028 1 0.0%
 
1293515 1 0.0%
 
1312295 1 0.0%
 
1347789 1 0.0%
 

Misc_Com_Activ_Cap_Out
Numeric

Distinct count 265
Unique (%) 13.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1385
Minimum 0
Maximum 289357
Zeros (%) 83.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1781.5
Maximum 289357
Range 289357
Interquartile range 0

Descriptive statistics

Standard deviation 11993
Coef of variation 8.6588
Kurtosis 259.19
Mean 1385
MAD 2552.8
Skewness 14.57
Sum 2825474
Variance 143830000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1703 83.5%
 
1 13 0.6%
 
2 9 0.4%
 
3 6 0.3%
 
18 5 0.2%
 
32 4 0.2%
 
72 4 0.2%
 
7 3 0.1%
 
11 3 0.1%
 
13 3 0.1%
 
Other values (255) 287 14.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1703 83.5%
 
1 13 0.6%
 
2 9 0.4%
 
3 6 0.3%
 
4 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
127982 1 0.0%
 
145640 1 0.0%
 
175137 2 0.1%
 
187461 1 0.0%
 
289357 1 0.0%
 

Misc_Com_Activ_Constr
Highly correlated

This variable is highly correlated with Misc_Com_Activ_Cap_Out and should be ignored for analysis

Correlation 0.98873

Misc_Com_Activ_Current_Exp
Highly correlated

This variable is highly correlated with Misc_Com_Activ_Tot_Exp and should be ignored for analysis

Correlation 0.99746

Misc_Com_Activ_Tot_Exp
Numeric

Distinct count 463
Unique (%) 22.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 17255
Minimum 0
Maximum 4704697
Zeros (%) 76.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 38723
Maximum 4704697
Range 4704697
Interquartile range 0

Descriptive statistics

Standard deviation 167930
Coef of variation 9.7321
Kurtosis 453.32
Mean 17255
MAD 31161
Skewness 19.494
Sum 35199577
Variance 28199000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1558 76.4%
 
1445 7 0.3%
 
431 4 0.2%
 
1158 3 0.1%
 
1714 2 0.1%
 
740 2 0.1%
 
7298 2 0.1%
 
44047 2 0.1%
 
1430 2 0.1%
 
4817 2 0.1%
 
Other values (453) 456 22.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1558 76.4%
 
7 1 0.0%
 
10 1 0.0%
 
15 1 0.0%
 
16 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1707222 1 0.0%
 
1796229 1 0.0%
 
2377078 1 0.0%
 
3754161 1 0.0%
 
4704697 1 0.0%
 

Misc_General_Rev_NEC
Highly correlated

This variable is highly correlated with Misc_General_Revenue and should be ignored for analysis

Correlation 0.9218

Misc_General_Revenue
Highly correlated

This variable is highly correlated with Tot_Chgs_and_Misc_Rev and should be ignored for analysis

Correlation 0.95568

Motor_Fuels_Tax
Highly correlated

This variable is highly correlated with Total_Gen_Sales_Tax and should be ignored for analysis

Correlation 0.92552

Motor_Veh_Oper_License
Numeric

Distinct count 1897
Unique (%) 93.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 26582
Minimum 0
Maximum 350141
Zeros (%) 4.9%

Quantile statistics

Minimum 0
5-th percentile 142.3
Q1 4120.5
Median 11586
Q3 31383
95-th percentile 106230
Maximum 350141
Range 350141
Interquartile range 27262

Descriptive statistics

Standard deviation 41330
Coef of variation 1.5548
Kurtosis 15.151
Mean 26582
MAD 25981
Skewness 3.4083
Sum 54228102
Variance 1708200000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 99 4.9%
 
8500 3 0.1%
 
600 3 0.1%
 
3980 3 0.1%
 
1500 3 0.1%
 
10328 2 0.1%
 
4566 2 0.1%
 
2927 2 0.1%
 
11399 2 0.1%
 
21328 2 0.1%
 
Other values (1887) 1919 94.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 99 4.9%
 
103 1 0.0%
 
124 1 0.0%
 
129 1 0.0%
 
143 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
308834 1 0.0%
 
310101 1 0.0%
 
311239 1 0.0%
 
345673 1 0.0%
 
350141 1 0.0%
 

Motor_Vehicle_License
Highly correlated

This variable is highly correlated with Total_License_Taxes and should be ignored for analysis

Correlation 0.92118

Motor_Vehicle_License_Total
Highly correlated

This variable is highly correlated with Motor_Vehicle_License and should be ignored for analysis

Correlation 0.99811

Natural_Res_Cap_Outlay
Highly correlated

This variable is highly correlated with Natural_Res_Direct_Exp and should be ignored for analysis

Correlation 0.91326

Natural_Res_Construct
Highly correlated

This variable is highly correlated with Natural_Res_Cap_Outlay and should be ignored for analysis

Correlation 0.91975

Natural_Res_Current_Exp
Highly correlated

This variable is highly correlated with Natural_Res_Direct_Exp and should be ignored for analysis

Correlation 0.99252

Natural_Res_Direct_Exp
Highly correlated

This variable is highly correlated with Natural_Res_Total_Exp and should be ignored for analysis

Correlation 0.99517

Natural_Res_IG_Loc_Govts
Numeric

Distinct count 1809
Unique (%) 88.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 22365
Minimum 0
Maximum 1222486
Zeros (%) 6.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1142.5
Median 5081.5
Q3 19917
95-th percentile 70488
Maximum 1222486
Range 1222486
Interquartile range 18775

Descriptive statistics

Standard deviation 71208
Coef of variation 3.1839
Kurtosis 114.44
Mean 22365
MAD 26692
Skewness 9.5838
Sum 45624551
Variance 5070600000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 126 6.2%
 
31 3 0.1%
 
582 3 0.1%
 
3190 3 0.1%
 
16 3 0.1%
 
156 3 0.1%
 
275 3 0.1%
 
1862 2 0.1%
 
1102 2 0.1%
 
1130 2 0.1%
 
Other values (1799) 1890 92.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 126 6.2%
 
1 1 0.0%
 
2 2 0.1%
 
3 1 0.0%
 
4 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
860294 1 0.0%
 
903997 1 0.0%
 
968959 1 0.0%
 
1001630 1 0.0%
 
1222486 1 0.0%
 

Natural_Res_IG_To_Sta
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Natural_Res_Total_Exp
Numeric

Distinct count 2010
Unique (%) 98.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 267820
Minimum 0
Maximum 6898403
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 27628
Q1 82734
Median 168750
Q3 302830
95-th percentile 692350
Maximum 6898403
Range 6898403
Interquartile range 220100

Descriptive statistics

Standard deviation 435600
Coef of variation 1.6264
Kurtosis 68.179
Mean 267820
MAD 203320
Skewness 7.0702
Sum 546362419
Variance 189750000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 28 1.4%
 
46218 2 0.1%
 
50769 2 0.1%
 
376934 2 0.1%
 
99742 1 0.0%
 
363915 1 0.0%
 
87436 1 0.0%
 
231871 1 0.0%
 
73103 1 0.0%
 
444187 1 0.0%
 
Other values (2000) 2000 98.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 28 1.4%
 
301 1 0.0%
 
980 1 0.0%
 
8303 1 0.0%
 
8757 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4274127 1 0.0%
 
4590592 1 0.0%
 
4864214 1 0.0%
 
4885087 1 0.0%
 
6898403 1 0.0%
 

Net_Lottery_Revenue
Numeric

Distinct count 1305
Unique (%) 64.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 243880
Minimum 0
Maximum 3714366
Zeros (%) 35.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 63604
Q3 306090
95-th percentile 1024900
Maximum 3714366
Range 3714366
Interquartile range 306090

Descriptive statistics

Standard deviation 415190
Coef of variation 1.7024
Kurtosis 14.567
Mean 243880
MAD 284670
Skewness 3.1047
Sum 497515635
Variance 172380000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 724 35.5%
 
91450 2 0.1%
 
15098 2 0.1%
 
291683 2 0.1%
 
225953 2 0.1%
 
118148 2 0.1%
 
92531 2 0.1%
 
69512 2 0.1%
 
26195 2 0.1%
 
812615 2 0.1%
 
Other values (1295) 1298 63.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 724 35.5%
 
913 1 0.0%
 
1085 1 0.0%
 
1513 1 0.0%
 
1656 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3272109 1 0.0%
 
3476915 1 0.0%
 
3478687 1 0.0%
 
3528364 1 0.0%
 
3714366 1 0.0%
 

Nonin_Trust_Cash___Sec
Highly correlated

This variable is highly correlated with Total_Cash___Securities and should be ignored for analysis

Correlation 0.90086

Occup_and_Bus_Lic_NEC
Numeric

Distinct count 2013
Unique (%) 98.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 132940
Minimum 0
Maximum 4527845
Zeros (%) 0.5%

Quantile statistics

Minimum 0
5-th percentile 6277.4
Q1 21580
Median 51044
Q3 124050
95-th percentile 433740
Maximum 4527845
Range 4527845
Interquartile range 102470

Descriptive statistics

Standard deviation 360780
Coef of variation 2.7138
Kurtosis 93.218
Mean 132940
MAD 134540
Skewness 8.9731
Sum 271200232
Variance 130160000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 10 0.5%
 
53264 3 0.1%
 
103515 2 0.1%
 
33657 2 0.1%
 
16253 2 0.1%
 
11887 2 0.1%
 
80529 2 0.1%
 
20759 2 0.1%
 
32028 2 0.1%
 
36832 2 0.1%
 
Other values (2003) 2011 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 10 0.5%
 
544 1 0.0%
 
650 1 0.0%
 
794 1 0.0%
 
960 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4269033 1 0.0%
 
4293352 1 0.0%
 
4438221 1 0.0%
 
4508702 1 0.0%
 
4527845 1 0.0%
 

Oth_Nonin_Fd_Cash___Sec
Numeric

Distinct count 2039
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6022200
Minimum 31240
Maximum 122035214
Zeros (%) 0.0%

Quantile statistics

Minimum 31240
5-th percentile 280060
Q1 989680
Median 2444100
Q3 6211500
95-th percentile 21186000
Maximum 122035214
Range 122003974
Interquartile range 5221800

Descriptive statistics

Standard deviation 11456000
Coef of variation 1.9023
Kurtosis 32.581
Mean 6022200
MAD 5953300
Skewness 5.0451
Sum 12285189264
Variance 131230000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
1038219 2 0.1%
 
694847 1 0.0%
 
1750356 1 0.0%
 
1813817 1 0.0%
 
11627835 1 0.0%
 
1162559 1 0.0%
 
763200 1 0.0%
 
1719617 1 0.0%
 
323649 1 0.0%
 
1887559 1 0.0%
 
Other values (2029) 2029 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
31240 1 0.0%
 
31747 1 0.0%
 
34678 1 0.0%
 
43059 1 0.0%
 
43872 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
102416867 1 0.0%
 
103741942 1 0.0%
 
117698524 1 0.0%
 
121629937 1 0.0%
 
122035214 1 0.0%
 

Other_License_Taxes
Numeric

Distinct count 1692
Unique (%) 82.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 10001
Minimum 0
Maximum 228768
Zeros (%) 5.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 664.75
Median 2603
Q3 7061.8
95-th percentile 45978
Maximum 228768
Range 228768
Interquartile range 6397

Descriptive statistics

Standard deviation 24925
Coef of variation 2.4922
Kurtosis 27.92
Mean 10001
MAD 12130
Skewness 4.9551
Sum 20402804
Variance 621260000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 110 5.4%
 
1 6 0.3%
 
800 5 0.2%
 
68 5 0.2%
 
69 5 0.2%
 
310 5 0.2%
 
527 4 0.2%
 
81 4 0.2%
 
482 4 0.2%
 
70 4 0.2%
 
Other values (1682) 1888 92.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 110 5.4%
 
1 6 0.3%
 
2 1 0.0%
 
4 1 0.0%
 
6 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
188025 1 0.0%
 
188854 1 0.0%
 
196405 1 0.0%
 
227060 1 0.0%
 
228768 1 0.0%
 

Other_Select_Sales_Tax
Numeric

Distinct count 1650
Unique (%) 80.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 254890
Minimum 0
Maximum 5621673
Zeros (%) 18.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 4272.8
Median 50170
Q3 228060
95-th percentile 998450
Maximum 5621673
Range 5621673
Interquartile range 223780

Descriptive statistics

Standard deviation 634480
Coef of variation 2.4892
Kurtosis 32.93
Mean 254890
MAD 313560
Skewness 5.3177
Sum 519976710
Variance 402570000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 384 18.8%
 
2 3 0.1%
 
7 2 0.1%
 
10175 2 0.1%
 
542017 2 0.1%
 
4955 2 0.1%
 
656512 2 0.1%
 
3459 1 0.0%
 
126311 1 0.0%
 
5450 1 0.0%
 
Other values (1640) 1640 80.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 384 18.8%
 
1 1 0.0%
 
2 3 0.1%
 
3 1 0.0%
 
4 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5208722 1 0.0%
 
5250995 1 0.0%
 
5253772 1 0.0%
 
5297487 1 0.0%
 
5621673 1 0.0%
 

Own_Hospital_Cap_Out
Numeric

Distinct count 1381
Unique (%) 67.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 15904
Minimum 0
Maximum 770976
Zeros (%) 30.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2797.5
Q3 17143
95-th percentile 65076
Maximum 770976
Range 770976
Interquartile range 17143

Descriptive statistics

Standard deviation 41141
Coef of variation 2.5868
Kurtosis 101.61
Mean 15904
MAD 19178
Skewness 8.2287
Sum 32445029
Variance 1692600000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 622 30.5%
 
529 3 0.1%
 
582 2 0.1%
 
6683 2 0.1%
 
717 2 0.1%
 
17230 2 0.1%
 
455 2 0.1%
 
3070 2 0.1%
 
1023 2 0.1%
 
1026 2 0.1%
 
Other values (1371) 1399 68.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 622 30.5%
 
3 1 0.0%
 
5 1 0.0%
 
6 1 0.0%
 
7 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
384877 1 0.0%
 
417451 1 0.0%
 
459572 1 0.0%
 
587663 1 0.0%
 
770976 1 0.0%
 

Own_Hospital_Construct
Highly correlated

This variable is highly correlated with Own_Hospital_Cap_Out and should be ignored for analysis

Correlation 0.98029

Own_Hospital_Current_Exp
Highly correlated

This variable is highly correlated with Own_Hospital_Total_Exp and should be ignored for analysis

Correlation 0.9989

Own_Hospital_Total_Exp
Numeric

Distinct count 1427
Unique (%) 70.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 315840
Minimum 0
Maximum 5168694
Zeros (%) 30.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 98304
Q3 398160
95-th percentile 1251300
Maximum 5168694
Range 5168694
Interquartile range 398160

Descriptive statistics

Standard deviation 556750
Coef of variation 1.7628
Kurtosis 17.797
Mean 315840
MAD 344270
Skewness 3.6635
Sum 644308690
Variance 309970000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 613 30.0%
 
44658 2 0.1%
 
410271 1 0.0%
 
18820 1 0.0%
 
499431 1 0.0%
 
293527 1 0.0%
 
67003 1 0.0%
 
627354 1 0.0%
 
162929 1 0.0%
 
53917 1 0.0%
 
Other values (1417) 1417 69.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 613 30.0%
 
2683 1 0.0%
 
2895 1 0.0%
 
5370 1 0.0%
 
8672 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3860409 1 0.0%
 
4121426 1 0.0%
 
4356641 1 0.0%
 
5025205 1 0.0%
 
5168694 1 0.0%
 

Pari_mutuels_Tax
Numeric

Distinct count 1279
Unique (%) 62.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 8835.6
Minimum 0
Maximum 153162
Zeros (%) 32.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1412
Q3 8080.5
95-th percentile 44063
Maximum 153162
Range 153162
Interquartile range 8080.5

Descriptive statistics

Standard deviation 20246
Coef of variation 2.2915
Kurtosis 16.748
Mean 8835.6
MAD 11080
Skewness 3.9197
Sum 18024574
Variance 409920000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 666 32.6%
 
6876 5 0.2%
 
2312 4 0.2%
 
15 4 0.2%
 
11 4 0.2%
 
160 3 0.1%
 
203 3 0.1%
 
207 3 0.1%
 
483 3 0.1%
 
166 3 0.1%
 
Other values (1269) 1342 65.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 666 32.6%
 
2 1 0.0%
 
7 1 0.0%
 
9 1 0.0%
 
10 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
133288 1 0.0%
 
135059 1 0.0%
 
136202 1 0.0%
 
140337 1 0.0%
 
153162 1 0.0%
 

Parking_Capital_Outlay
Numeric

Distinct count 46
Unique (%) 2.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 9.2186
Minimum 0
Maximum 3742
Zeros (%) 97.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3742
Range 3742
Interquartile range 0

Descriptive statistics

Standard deviation 118.81
Coef of variation 12.888
Kurtosis 627.98
Mean 9.2186
MAD 18.029
Skewness 23.014
Sum 18806
Variance 14117
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1993 97.7%
 
3 2 0.1%
 
88 2 0.1%
 
49 1 0.0%
 
164 1 0.0%
 
155 1 0.0%
 
121 1 0.0%
 
114 1 0.0%
 
75 1 0.0%
 
68 1 0.0%
 
Other values (36) 36 1.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 1993 97.7%
 
3 2 0.1%
 
6 1 0.0%
 
8 1 0.0%
 
11 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
735 1 0.0%
 
808 1 0.0%
 
1672 1 0.0%
 
2698 1 0.0%
 
3742 1 0.0%
 

Parking_Construction
Highly correlated

This variable is highly correlated with Parking_Capital_Outlay and should be ignored for analysis

Correlation 0.93801

Parking_Current_Exp
Highly correlated

This variable is highly correlated with Parking_Direct_Expend and should be ignored for analysis

Correlation 0.99863

Parking_Direct_Expend
Highly correlated

This variable is highly correlated with Parking_Total_Expend and should be ignored for analysis

Correlation 0.99981

Parking_IG_Local_Govts
Numeric

Distinct count 12
Unique (%) 0.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0093
Minimum 0
Maximum 1526
Zeros (%) 99.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1526
Range 1526
Interquartile range 0

Descriptive statistics

Standard deviation 34.254
Coef of variation 33.938
Kurtosis 1930.5
Mean 1.0093
MAD 2.0048
Skewness 43.489
Sum 2059
Variance 1173.3
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2026 99.3%
 
21 3 0.1%
 
23 2 0.1%
 
1526 1 0.0%
 
241 1 0.0%
 
47 1 0.0%
 
29 1 0.0%
 
26 1 0.0%
 
24 1 0.0%
 
22 1 0.0%
 
Other values (2) 2 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 2026 99.3%
 
17 1 0.0%
 
18 1 0.0%
 
21 3 0.1%
 
22 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
26 1 0.0%
 
29 1 0.0%
 
47 1 0.0%
 
241 1 0.0%
 
1526 1 0.0%
 

Parking_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Parking_Total_Expend
Numeric

Distinct count 93
Unique (%) 4.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 204.64
Minimum 0
Maximum 31179
Zeros (%) 95.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 31179
Range 31179
Interquartile range 0

Descriptive statistics

Standard deviation 1768.9
Coef of variation 8.6439
Kurtosis 205.67
Mean 204.64
MAD 390.96
Skewness 13.755
Sum 417467
Variance 3129000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1946 95.4%
 
3239 2 0.1%
 
7373 2 0.1%
 
918 1 0.0%
 
2945 1 0.0%
 
6703 1 0.0%
 
2617 1 0.0%
 
2642 1 0.0%
 
2984 1 0.0%
 
27245 1 0.0%
 
Other values (83) 83 4.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1946 95.4%
 
6 1 0.0%
 
47 1 0.0%
 
49 1 0.0%
 
172 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
27069 1 0.0%
 
27079 1 0.0%
 
27245 1 0.0%
 
28970 1 0.0%
 
31179 1 0.0%
 

Parks___Rec_Cap_Outlay
Numeric

Distinct count 1927
Unique (%) 94.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 16592
Minimum 0
Maximum 515787
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 390
Q1 2070
Median 5845.5
Q3 17289
95-th percentile 74215
Maximum 515787
Range 515787
Interquartile range 15219

Descriptive statistics

Standard deviation 31754
Coef of variation 1.9139
Kurtosis 48.556
Mean 16592
MAD 17394
Skewness 5.372
Sum 33846664
Variance 1008300000
Memory size 16.0 KiB
Value Count Frequency (%)  
618 4 0.2%
 
2920 3 0.1%
 
310 3 0.1%
 
3807 3 0.1%
 
781 3 0.1%
 
0 2 0.1%
 
773 2 0.1%
 
430 2 0.1%
 
3872 2 0.1%
 
6573 2 0.1%
 
Other values (1917) 2014 98.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 2 0.1%
 
5 1 0.0%
 
11 1 0.0%
 
26 1 0.0%
 
42 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
241522 1 0.0%
 
263565 1 0.0%
 
286014 1 0.0%
 
353327 1 0.0%
 
515787 1 0.0%
 

Parks___Rec_Construct
Highly correlated

This variable is highly correlated with Parks___Rec_Cap_Outlay and should be ignored for analysis

Correlation 0.91883

Parks___Rec_Current_Exp
Highly correlated

This variable is highly correlated with Parks___Rec_Direct_Exp and should be ignored for analysis

Correlation 0.95071

Parks___Rec_Direct_Exp
Highly correlated

This variable is highly correlated with Parks___Rec_Total_Exp and should be ignored for analysis

Correlation 0.96636

Parks___Rec_IG_Loc_Govts
Numeric

Distinct count 1571
Unique (%) 77.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 11543
Minimum 0
Maximum 467867
Zeros (%) 15.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 272
Median 1988.5
Q3 9048.5
95-th percentile 53252
Maximum 467867
Range 467867
Interquartile range 8776.5

Descriptive statistics

Standard deviation 29995
Coef of variation 2.5987
Kurtosis 62.731
Mean 11543
MAD 14672
Skewness 6.4726
Sum 23546965
Variance 899720000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 310 15.2%
 
495 4 0.2%
 
159 4 0.2%
 
100 4 0.2%
 
125 3 0.1%
 
1248 3 0.1%
 
77 3 0.1%
 
703 3 0.1%
 
1 3 0.1%
 
261 3 0.1%
 
Other values (1561) 1700 83.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 310 15.2%
 
1 3 0.1%
 
2 1 0.0%
 
3 1 0.0%
 
4 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
244063 1 0.0%
 
246059 1 0.0%
 
354339 1 0.0%
 
412871 1 0.0%
 
467867 1 0.0%
 

Parks___Rec_IG_To_Sta
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Parks___Rec_Total_Exp
Numeric

Distinct count 2029
Unique (%) 99.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 79532
Minimum 0
Maximum 949480
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 5790.4
Q1 17806
Median 41371
Q3 95462
95-th percentile 282710
Maximum 949480
Range 949480
Interquartile range 77655

Descriptive statistics

Standard deviation 104460
Coef of variation 1.3134
Kurtosis 11.543
Mean 79532
MAD 69229
Skewness 2.9408
Sum 162244607
Variance 10911000000
Memory size 16.0 KiB
Value Count Frequency (%)  
24992 2 0.1%
 
13556 2 0.1%
 
14401 2 0.1%
 
3631 2 0.1%
 
28868 2 0.1%
 
22216 2 0.1%
 
15045 2 0.1%
 
29576 2 0.1%
 
12053 2 0.1%
 
5416 2 0.1%
 
Other values (2019) 2020 99.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1 0.0%
 
1816 1 0.0%
 
2013 1 0.0%
 
2078 1 0.0%
 
2093 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
721229 1 0.0%
 
726422 1 0.0%
 
738523 1 0.0%
 
811686 1 0.0%
 
949480 1 0.0%
 

Police_Prot_Cap_Outlay
Numeric

Distinct count 1905
Unique (%) 93.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 9365.3
Minimum 0
Maximum 133144
Zeros (%) 0.5%

Quantile statistics

Minimum 0
5-th percentile 385.95
Q1 1924.8
Median 4818
Q3 11418
95-th percentile 34274
Maximum 133144
Range 133144
Interquartile range 9493.2

Descriptive statistics

Standard deviation 12750
Coef of variation 1.3614
Kurtosis 15.997
Mean 9365.3
MAD 8290.1
Skewness 3.2815
Sum 19105246
Variance 162550000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 10 0.5%
 
2691 4 0.2%
 
33617 3 0.1%
 
1913 3 0.1%
 
807 3 0.1%
 
6519 3 0.1%
 
913 3 0.1%
 
4819 2 0.1%
 
2908 2 0.1%
 
839 2 0.1%
 
Other values (1895) 2005 98.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 10 0.5%
 
1 1 0.0%
 
2 1 0.0%
 
3 1 0.0%
 
7 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
97968 1 0.0%
 
98533 1 0.0%
 
98667 1 0.0%
 
115318 1 0.0%
 
133144 1 0.0%
 

Police_Prot_Construct
Numeric

Distinct count 1097
Unique (%) 53.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1924.7
Minimum 0
Maximum 96076
Zeros (%) 20.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 7
Median 239.5
Q3 1462
95-th percentile 8990.8
Maximum 96076
Range 96076
Interquartile range 1455

Descriptive statistics

Standard deviation 5240.3
Coef of variation 2.7227
Kurtosis 75.879
Mean 1924.7
MAD 2527.8
Skewness 6.9147
Sum 3926337
Variance 27460000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 419 20.5%
 
1 18 0.9%
 
2 17 0.8%
 
6 14 0.7%
 
3 13 0.6%
 
8 13 0.6%
 
10 13 0.6%
 
15 11 0.5%
 
4 10 0.5%
 
5 10 0.5%
 
Other values (1087) 1502 73.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 419 20.5%
 
1 18 0.9%
 
2 17 0.8%
 
3 13 0.6%
 
4 10 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
40047 1 0.0%
 
43162 1 0.0%
 
54081 1 0.0%
 
54689 1 0.0%
 
96076 1 0.0%
 

Police_Prot_Current_Exp
Highly correlated

This variable is highly correlated with Police_Prot_Direct_Exp and should be ignored for analysis

Correlation 0.99904

Police_Prot_Direct_Exp
Highly correlated

This variable is highly correlated with Police_Prot_Total_Exp and should be ignored for analysis

Correlation 0.98575

Police_Prot_IG_Loc_Govts
Numeric

Distinct count 1531
Unique (%) 75.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 17674
Minimum 0
Maximum 389140
Zeros (%) 18.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 137.75
Median 2831.5
Q3 14792
95-th percentile 87260
Maximum 389140
Range 389140
Interquartile range 14654

Descriptive statistics

Standard deviation 41085
Coef of variation 2.3246
Kurtosis 28.477
Mean 17674
MAD 22238
Skewness 4.713
Sum 36054349
Variance 1688000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 382 18.7%
 
72 7 0.3%
 
456 5 0.2%
 
500 5 0.2%
 
48 4 0.2%
 
103 4 0.2%
 
104 4 0.2%
 
67 4 0.2%
 
1 4 0.2%
 
2 4 0.2%
 
Other values (1521) 1617 79.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 382 18.7%
 
1 4 0.2%
 
2 4 0.2%
 
3 1 0.0%
 
4 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
356384 1 0.0%
 
361845 1 0.0%
 
372970 1 0.0%
 
376864 1 0.0%
 
389140 1 0.0%
 

Police_Prot_IG_To_Sta
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Police_Prot_Total_Exp
Highly correlated

This variable is highly correlated with Total_Highways_Current_Exp and should be ignored for analysis

Correlation 0.90019

Population
Numeric

Distinct count 920
Unique (%) 45.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5240200
Minimum 376170
Maximum 39144818
Zeros (%) 0.0%

Quantile statistics

Minimum 376170
5-th percentile 594340
Q1 1314200
Median 3532600
Q3 6084700
95-th percentile 17833000
Maximum 39144818
Range 38768648
Interquartile range 4770400

Descriptive statistics

Standard deviation 5855600
Coef of variation 1.1174
Kurtosis 8.7267
Mean 5240200
MAD 3893500
Skewness 2.6178
Sum 10690061037
Variance 34288000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
1844128 5 0.2%
 
4425092 5 0.2%
 
1330608 5 0.2%
 
2992333 5 0.2%
 
738432 5 0.2%
 
2911641 5 0.2%
 
756927 5 0.2%
 
4896146 5 0.2%
 
20271272 5 0.2%
 
19795791 5 0.2%
 
Other values (910) 1990 97.5%
 

Minimum 5 values

Value Count Frequency (%)  
376170 1 0.0%
 
381695 1 0.0%
 
401851 3 0.1%
 
403436 2 0.1%
 
413354 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
35885415 2 0.1%
 
36132147 1 0.0%
 
36249872 2 0.1%
 
36377534 2 0.1%
 
39144818 5 0.2%
 

Prop_Sale_Hous_Com_Dev
Boolean

Distinct count 2
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Mean 1.8637
0
2039
3802
 
1
Value Count Frequency (%)  
0 2039 100.0%
 
3802 1 0.0%
 

Prop_Sale_Other
Highly correlated

This variable is highly correlated with Prop_Sale_Total and should be ignored for analysis

Correlation 1

Prop_Sale_Total
Numeric

Distinct count 1665
Unique (%) 81.6%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 10011
Minimum 0
Maximum 373740
Zeros (%) 7.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 458
Median 1967
Q3 6166
95-th percentile 46606
Maximum 373740
Range 373740
Interquartile range 5708

Descriptive statistics

Standard deviation 30720
Coef of variation 3.0687
Kurtosis 56.322
Mean 10011
MAD 12887
Skewness 6.7993
Sum 20392000
Variance 943720000
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 144 7.1%
 
1.0 7 0.3%
 
109.0 5 0.2%
 
2.0 4 0.2%
 
31.0 4 0.2%
 
399.0 4 0.2%
 
46.0 4 0.2%
 
311.0 4 0.2%
 
3.0 4 0.2%
 
197.0 4 0.2%
 
Other values (1654) 1853 90.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 144 7.1%
 
1.0 7 0.3%
 
2.0 4 0.2%
 
3.0 4 0.2%
 
5.0 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
302670.0 1 0.0%
 
302813.0 1 0.0%
 
356489.0 1 0.0%
 
357750.0 1 0.0%
 
373736.0 1 0.0%
 

Property_Tax
Numeric

Distinct count 1579
Unique (%) 77.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 189660
Minimum 0
Maximum 3870605
Zeros (%) 20.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 189
Median 15852
Q3 117890
95-th percentile 1008900
Maximum 3870605
Range 3870605
Interquartile range 117700

Descriptive statistics

Standard deviation 469210
Coef of variation 2.4739
Kurtosis 17.645
Mean 189660
MAD 260510
Skewness 3.9296
Sum 386909593
Variance 220150000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 420 20.6%
 
12 17 0.8%
 
147 4 0.2%
 
70 3 0.1%
 
3910 2 0.1%
 
4967 2 0.1%
 
76 2 0.1%
 
2398 2 0.1%
 
78 2 0.1%
 
4431 2 0.1%
 
Other values (1569) 1584 77.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 420 20.6%
 
2 1 0.0%
 
4 1 0.0%
 
11 1 0.0%
 
12 17 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
3353597 1 0.0%
 
3375264 1 0.0%
 
3611595 1 0.0%
 
3842945 1 0.0%
 
3870605 1 0.0%
 

Prot_Insp_Cap_Outlay
Numeric

Distinct count 1454
Unique (%) 71.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2145.6
Minimum 0
Maximum 48320
Zeros (%) 1.3%

Quantile statistics

Minimum 0
5-th percentile 75.95
Q1 330.25
Median 852
Q3 1908.8
95-th percentile 8680.7
Maximum 48320
Range 48320
Interquartile range 1578.5

Descriptive statistics

Standard deviation 4293.2
Coef of variation 2.0009
Kurtosis 33.612
Mean 2145.6
MAD 2204.4
Skewness 5.1053
Sum 4377044
Variance 18432000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 27 1.3%
 
185 6 0.3%
 
408 5 0.2%
 
46 5 0.2%
 
567 5 0.2%
 
293 5 0.2%
 
216 5 0.2%
 
246 5 0.2%
 
431 5 0.2%
 
140 5 0.2%
 
Other values (1444) 1967 96.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 27 1.3%
 
1 1 0.0%
 
2 2 0.1%
 
3 1 0.0%
 
5 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
36166 1 0.0%
 
38996 1 0.0%
 
40885 1 0.0%
 
45060 1 0.0%
 
48320 1 0.0%
 

Prot_Insp_Construction
Numeric

Distinct count 446
Unique (%) 21.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 460.76
Minimum 0
Maximum 27852
Zeros (%) 51.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 50
95-th percentile 1457.1
Maximum 27852
Range 27852
Interquartile range 50

Descriptive statistics

Standard deviation 2333.3
Coef of variation 5.0641
Kurtosis 66.667
Mean 460.76
MAD 763.79
Skewness 7.8044
Sum 939947
Variance 5444400
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1058 51.9%
 
1 42 2.1%
 
2 37 1.8%
 
7 27 1.3%
 
5 26 1.3%
 
3 25 1.2%
 
4 19 0.9%
 
10 17 0.8%
 
15 17 0.8%
 
14 14 0.7%
 
Other values (436) 758 37.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 1058 51.9%
 
1 42 2.1%
 
2 37 1.8%
 
3 25 1.2%
 
4 19 0.9%
 

Maximum 5 values

Value Count Frequency (%)  
23151 1 0.0%
 
23774 1 0.0%
 
26381 1 0.0%
 
27398 1 0.0%
 
27852 1 0.0%
 

Prot_Insp_Current_Exp
Highly correlated

This variable is highly correlated with Prot_Insp_Direct_Exp and should be ignored for analysis

Correlation 0.99989

Prot_Insp_Direct_Exp
Highly correlated

This variable is highly correlated with Prot_Insp_Total_Exp and should be ignored for analysis

Correlation 0.99929

Prot_Insp_IG_Local_Govts
Numeric

Distinct count 775
Unique (%) 38.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2926.3
Minimum 0
Maximum 111077
Zeros (%) 54.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 853
95-th percentile 17144
Maximum 111077
Range 111077
Interquartile range 853

Descriptive statistics

Standard deviation 10033
Coef of variation 3.4284
Kurtosis 51.694
Mean 2926.3
MAD 4514.6
Skewness 6.4766
Sum 5969635
Variance 100650000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1107 54.3%
 
2 16 0.8%
 
1 11 0.5%
 
3 10 0.5%
 
4 5 0.2%
 
30 5 0.2%
 
6 5 0.2%
 
27 5 0.2%
 
19 4 0.2%
 
9 4 0.2%
 
Other values (765) 868 42.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1107 54.3%
 
1 11 0.5%
 
2 16 0.8%
 
3 10 0.5%
 
4 5 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
98414 1 0.0%
 
99829 1 0.0%
 
100970 1 0.0%
 
107349 1 0.0%
 
111077 1 0.0%
 

Prot_Insp_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Prot_Insp_Total_Exp
Highly correlated

This variable is highly correlated with Natural_Res_Current_Exp and should be ignored for analysis

Correlation 0.90459

Public_Utility_License
Numeric

Distinct count 1120
Unique (%) 54.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 9320.1
Minimum 0
Maximum 876698
Zeros (%) 38.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 542.5
Q3 8051.2
95-th percentile 33865
Maximum 876698
Range 876698
Interquartile range 8051.2

Descriptive statistics

Standard deviation 39494
Coef of variation 4.2374
Kurtosis 231.7
Mean 9320.1
MAD 12279
Skewness 13.84
Sum 19013068
Variance 1559700000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 780 38.2%
 
4 20 1.0%
 
5 15 0.7%
 
3 13 0.6%
 
6 10 0.5%
 
12 6 0.3%
 
7 5 0.2%
 
9 5 0.2%
 
8 5 0.2%
 
10 4 0.2%
 
Other values (1110) 1177 57.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 780 38.2%
 
1 1 0.0%
 
2 1 0.0%
 
3 13 0.6%
 
4 20 1.0%
 

Maximum 5 values

Value Count Frequency (%)  
474429 1 0.0%
 
476323 1 0.0%
 
669928 1 0.0%
 
674660 1 0.0%
 
876698 1 0.0%
 

Public_Utility_Tax
Numeric

Distinct count 1710
Unique (%) 83.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 178460
Minimum 0
Maximum 3170100
Zeros (%) 14.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2005
Median 23772
Q3 154550
95-th percentile 951550
Maximum 3170100
Range 3170100
Interquartile range 152540

Descriptive statistics

Standard deviation 377250
Coef of variation 2.1139
Kurtosis 18.152
Mean 178460
MAD 228770
Skewness 3.7181
Sum 364067021
Variance 142320000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 292 14.3%
 
300 5 0.2%
 
50 4 0.2%
 
49 4 0.2%
 
1536 3 0.1%
 
52 3 0.1%
 
1599 3 0.1%
 
19251 2 0.1%
 
2101 2 0.1%
 
1602 2 0.1%
 
Other values (1700) 1720 84.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 292 14.3%
 
12 1 0.0%
 
43 1 0.0%
 
44 1 0.0%
 
46 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3079200 1 0.0%
 
3122370 1 0.0%
 
3159400 1 0.0%
 
3162560 1 0.0%
 
3170100 1 0.0%
 

Public_Welf_Cap_Outlay
Numeric

Distinct count 1800
Unique (%) 88.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6895.2
Minimum 0
Maximum 198460
Zeros (%) 0.7%

Quantile statistics

Minimum 0
5-th percentile 151
Q1 800.25
Median 2470.5
Q3 7039.2
95-th percentile 29661
Maximum 198460
Range 198460
Interquartile range 6239

Descriptive statistics

Standard deviation 12642
Coef of variation 1.8334
Kurtosis 43.42
Mean 6895.2
MAD 7266.2
Skewness 5.0741
Sum 14066290
Variance 159810000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 14 0.7%
 
739 4 0.2%
 
486 4 0.2%
 
577 4 0.2%
 
546 4 0.2%
 
825 4 0.2%
 
382 3 0.1%
 
669 3 0.1%
 
692 3 0.1%
 
203 3 0.1%
 
Other values (1790) 1994 97.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 14 0.7%
 
1 1 0.0%
 
4 2 0.1%
 
7 1 0.0%
 
8 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
103361 1 0.0%
 
105337 1 0.0%
 
108229 1 0.0%
 
128356 1 0.0%
 
198460 1 0.0%
 

Public_Welf_Cash_Asst
Numeric

Distinct count 1907
Unique (%) 93.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 333440
Minimum 0
Maximum 8143212
Zeros (%) 6.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 46838
Median 128170
Q3 349060
95-th percentile 1190300
Maximum 8143212
Range 8143212
Interquartile range 302220

Descriptive statistics

Standard deviation 702160
Coef of variation 2.1058
Kurtosis 52.349
Mean 333440
MAD 345210
Skewness 6.429
Sum 680210391
Variance 493030000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 127 6.2%
 
113135 2 0.1%
 
38218 2 0.1%
 
136592 2 0.1%
 
154482 2 0.1%
 
29058 2 0.1%
 
95171 2 0.1%
 
53102 2 0.1%
 
808490 1 0.0%
 
60807 1 0.0%
 
Other values (1897) 1897 93.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 127 6.2%
 
139 1 0.0%
 
469 1 0.0%
 
496 1 0.0%
 
580 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7094398 1 0.0%
 
7228812 1 0.0%
 
7354467 1 0.0%
 
7786782 1 0.0%
 
8143212 1 0.0%
 

Public_Welf_Construct
Numeric

Distinct count 1051
Unique (%) 51.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2616.9
Minimum 0
Maximum 197859
Zeros (%) 23.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 3
Median 180
Q3 1373.2
95-th percentile 12995
Maximum 197859
Range 197859
Interquartile range 1370.2

Descriptive statistics

Standard deviation 9139.7
Coef of variation 3.4925
Kurtosis 145.51
Mean 2616.9
MAD 3699.9
Skewness 9.7576
Sum 5338557
Variance 83535000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 478 23.4%
 
7 14 0.7%
 
1 12 0.6%
 
2 12 0.6%
 
3 12 0.6%
 
4 12 0.6%
 
5 12 0.6%
 
12 11 0.5%
 
16 10 0.5%
 
22 10 0.5%
 
Other values (1041) 1457 71.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 478 23.4%
 
1 12 0.6%
 
2 12 0.6%
 
3 12 0.6%
 
4 12 0.6%
 

Maximum 5 values

Value Count Frequency (%)  
95262 1 0.0%
 
101616 1 0.0%
 
102968 1 0.0%
 
126770 1 0.0%
 
197859 1 0.0%
 

Public_Welf_Current_Exp
Highly correlated

This variable is highly correlated with Public_Welf_Direct_Exp and should be ignored for analysis

Correlation 0.99687

Public_Welf_Direct_Exp
Highly correlated

This variable is highly correlated with Public_Welf_Total_Exp and should be ignored for analysis

Correlation 0.97587

Public_Welf_Total_Exp
Highly correlated

This variable is highly correlated with Health_Total_Expend and should be ignored for analysis

Correlation 0.92118

Regular_Hwy_Cap_Outlay
Highly correlated

This variable is highly correlated with Regular_Hwy_Direct_Exp and should be ignored for analysis

Correlation 0.97161

Regular_Hwy_Construct
Highly correlated

This variable is highly correlated with Regular_Hwy_Cap_Outlay and should be ignored for analysis

Correlation 0.99714

Regular_Hwy_Current_Exp
Highly correlated

This variable is highly correlated with Regular_Hwy_Total_Exp and should be ignored for analysis

Correlation 0.92251

Regular_Hwy_Direct_Exp
Highly correlated

This variable is highly correlated with Regular_Hwy_Total_Exp and should be ignored for analysis

Correlation 0.97695

Regular_Hwy_IG_Loc_Govts
Numeric

Distinct count 1862
Unique (%) 91.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 218060
Minimum 0
Maximum 5209163
Zeros (%) 7.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 21618
Median 99461
Q3 263840
95-th percentile 766220
Maximum 5209163
Range 5209163
Interquartile range 242220

Descriptive statistics

Standard deviation 384500
Coef of variation 1.7633
Kurtosis 53.192
Mean 218060
MAD 213540
Skewness 5.9334
Sum 444837217
Variance 147840000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 144 7.1%
 
390 7 0.3%
 
380645 5 0.2%
 
16787 4 0.2%
 
2000 4 0.2%
 
16741 3 0.1%
 
19919 3 0.1%
 
13725 3 0.1%
 
3000 3 0.1%
 
187094 2 0.1%
 
Other values (1852) 1862 91.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 144 7.1%
 
24 1 0.0%
 
114 2 0.1%
 
134 1 0.0%
 
168 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3923294 1 0.0%
 
4095287 1 0.0%
 
4362488 1 0.0%
 
4714447 1 0.0%
 
5209163 1 0.0%
 

Regular_Hwy_IG_To_Sta
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Regular_Hwy_Total_Exp
Highly correlated

This variable is highly correlated with Total_Highways_Current_Exp and should be ignored for analysis

Correlation 0.93528

Rents_and_Royalties
Numeric

Distinct count 1879
Unique (%) 92.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 88148
Minimum 0
Maximum 2427607
Zeros (%) 4.9%

Quantile statistics

Minimum 0
5-th percentile 12.75
Q1 2837.8
Median 14176
Q3 56203
95-th percentile 513830
Maximum 2427607
Range 2427607
Interquartile range 53365

Descriptive statistics

Standard deviation 224830
Coef of variation 2.5506
Kurtosis 29.49
Mean 88148
MAD 115740
Skewness 4.8344
Sum 179822120
Variance 50549000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 100 4.9%
 
14 4 0.2%
 
165 3 0.1%
 
459 3 0.1%
 
262 3 0.1%
 
484 3 0.1%
 
6567 2 0.1%
 
245 2 0.1%
 
254 2 0.1%
 
149965 2 0.1%
 
Other values (1869) 1916 93.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 100 4.9%
 
5 1 0.0%
 
8 1 0.0%
 
13 1 0.0%
 
14 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
1899995 1 0.0%
 
1933569 1 0.0%
 
2031518 1 0.0%
 
2180655 1 0.0%
 
2427607 1 0.0%
 

ST_Debt_End_of_Year
Numeric

Distinct count 1374
Unique (%) 67.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 117490
Minimum 0
Maximum 10965000
Zeros (%) 29.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 5640.5
Q3 50066
95-th percentile 468770
Maximum 10965000
Range 10965000
Interquartile range 50066

Descriptive statistics

Standard deviation 580110
Coef of variation 4.9374
Kurtosis 187.87
Mean 117490
MAD 171030
Skewness 12.627
Sum 239686457
Variance 336530000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 595 29.2%
 
41200 4 0.2%
 
11 3 0.1%
 
210 3 0.1%
 
164 3 0.1%
 
10000 3 0.1%
 
90000 3 0.1%
 
80 3 0.1%
 
3000 3 0.1%
 
50000 3 0.1%
 
Other values (1364) 1417 69.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 595 29.2%
 
2 1 0.0%
 
5 3 0.1%
 
6 2 0.1%
 
7 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
7500000 1 0.0%
 
7929173 1 0.0%
 
8569361 1 0.0%
 
10592530 1 0.0%
 
10965000 1 0.0%
 

SW_Mgmt_Capital_Outlay
Numeric

Distinct count 722
Unique (%) 35.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3393.8
Minimum 0
Maximum 271085
Zeros (%) 49.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1.5
Q3 370
95-th percentile 15079
Maximum 271085
Range 271085
Interquartile range 370

Descriptive statistics

Standard deviation 16458
Coef of variation 4.8494
Kurtosis 111.13
Mean 3393.8
MAD 5626
Skewness 9.404
Sum 6923387
Variance 270860000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1006 49.3%
 
2 16 0.8%
 
1 14 0.7%
 
4 10 0.5%
 
16 8 0.4%
 
5 8 0.4%
 
12 8 0.4%
 
9 7 0.3%
 
20 7 0.3%
 
7 6 0.3%
 
Other values (712) 950 46.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 1006 49.3%
 
1 14 0.7%
 
2 16 0.8%
 
3 5 0.2%
 
4 10 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
191161 1 0.0%
 
223049 1 0.0%
 
230886 1 0.0%
 
238361 1 0.0%
 
271085 1 0.0%
 

SW_Mgmt_Construction
Highly correlated

This variable is highly correlated with SW_Mgmt_Capital_Outlay and should be ignored for analysis

Correlation 0.97347

SW_Mgmt_Current_Exp
Highly correlated

This variable is highly correlated with SW_Mgmt_Direct_Expend and should be ignored for analysis

Correlation 0.9884

SW_Mgmt_Direct_Expend
Highly correlated

This variable is highly correlated with SW_Mgmt_Total_Expend and should be ignored for analysis

Correlation 0.91795

SW_Mgmt_IG_Local_Govts
Numeric

Distinct count 658
Unique (%) 32.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5321
Minimum 0
Maximum 1353799
Zeros (%) 64.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 748.5
95-th percentile 24939
Maximum 1353799
Range 1353799
Interquartile range 748.5

Descriptive statistics

Standard deviation 51567
Coef of variation 9.6913
Kurtosis 614.36
Mean 5321
MAD 8787.8
Skewness 24.25
Sum 10854741
Variance 2659200000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1313 64.4%
 
3 9 0.4%
 
1 5 0.2%
 
4 5 0.2%
 
2 4 0.2%
 
54 4 0.2%
 
23 3 0.1%
 
34 3 0.1%
 
58 3 0.1%
 
343 3 0.1%
 
Other values (648) 688 33.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 1313 64.4%
 
1 5 0.2%
 
2 4 0.2%
 
3 9 0.4%
 
4 5 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
120737 1 0.0%
 
134673 1 0.0%
 
1267822 1 0.0%
 
1324324 1 0.0%
 
1353799 1 0.0%
 

SW_Mgmt_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

SW_Mgmt_Total_Expend
Highly correlated

This variable is highly correlated with Welf_NEC_IG_Local_Govts and should be ignored for analysis

Correlation 0.92299

Severance_Tax
Numeric

Distinct count 1315
Unique (%) 64.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 145300
Minimum 0
Maximum 6939040
Zeros (%) 33.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2787
Q3 73509
95-th percentile 792660
Maximum 6939040
Range 6939040
Interquartile range 73509

Descriptive statistics

Standard deviation 469490
Coef of variation 3.2312
Kurtosis 66.447
Mean 145300
MAD 209570
Skewness 7.0354
Sum 296403100
Variance 220420000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 689 33.8%
 
26 4 0.2%
 
1334 3 0.1%
 
33 3 0.1%
 
61 3 0.1%
 
21 3 0.1%
 
1013 3 0.1%
 
652 3 0.1%
 
1889 2 0.1%
 
1131 2 0.1%
 
Other values (1305) 1325 65.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 689 33.8%
 
1 2 0.1%
 
2 2 0.1%
 
3 1 0.0%
 
5 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
4238789 1 0.0%
 
4647848 1 0.0%
 
5787360 1 0.0%
 
6014350 1 0.0%
 
6939040 1 0.0%
 

Sewerage_Cap_Outlay
Highly correlated

This variable is highly correlated with Sewerage_Direct_Expend and should be ignored for analysis

Correlation 0.90605

Sewerage_Construction
Highly correlated

This variable is highly correlated with Sewerage_Cap_Outlay and should be ignored for analysis

Correlation 0.9995

Sewerage_Current_Exp
Numeric

Distinct count 924
Unique (%) 45.3%
Missing (%) 1.4%
Missing (n) 28
Infinite (%) 0.0%
Infinite (n) 0
Mean 10852
Minimum 0
Maximum 483700
Zeros (%) 51.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 4679.8
95-th percentile 70754
Maximum 483700
Range 483700
Interquartile range 4679.8

Descriptive statistics

Standard deviation 32578
Coef of variation 3.0021
Kurtosis 39.252
Mean 10852
MAD 16203
Skewness 5.2074
Sum 21834000
Variance 1061400000
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1045 51.2%
 
17.0 4 0.2%
 
1.0 4 0.2%
 
238.0 3 0.1%
 
28.0 3 0.1%
 
488.0 3 0.1%
 
8.0 3 0.1%
 
389.0 2 0.1%
 
79.0 2 0.1%
 
328.0 2 0.1%
 
Other values (913) 941 46.1%
 
(Missing) 28 1.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1045 51.2%
 
1.0 4 0.2%
 
2.0 1 0.0%
 
3.0 1 0.0%
 
5.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
220345.0 1 0.0%
 
229362.0 1 0.0%
 
244149.0 1 0.0%
 
337514.0 1 0.0%
 
483700.0 1 0.0%
 

Sewerage_Direct_Expend
Highly correlated

This variable is highly correlated with Sewerage_Total_Expend and should be ignored for analysis

Correlation 0.9084

Sewerage_IG_Local_Govts
Numeric

Distinct count 946
Unique (%) 46.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 14461
Minimum 0
Maximum 500774
Zeros (%) 52.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 9853
95-th percentile 93245
Maximum 500774
Range 500774
Interquartile range 9853

Descriptive statistics

Standard deviation 35935
Coef of variation 2.485
Kurtosis 29.562
Mean 14461
MAD 20521
Skewness 4.3966
Sum 29500381
Variance 1291300000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1070 52.5%
 
13543 2 0.1%
 
182 2 0.1%
 
233 2 0.1%
 
367 2 0.1%
 
7452 2 0.1%
 
134 2 0.1%
 
377 2 0.1%
 
21 2 0.1%
 
19 2 0.1%
 
Other values (936) 952 46.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 1070 52.5%
 
1 2 0.1%
 
2 1 0.0%
 
3 1 0.0%
 
5 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
274239 1 0.0%
 
281317 1 0.0%
 
287087 1 0.0%
 
307598 1 0.0%
 
500774 1 0.0%
 

Sewerage_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Sewerage_Total_Expend
Numeric

Distinct count 1271
Unique (%) 62.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 34907
Minimum 0
Maximum 984474
Zeros (%) 36.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2770
Q3 27591
95-th percentile 179040
Maximum 984474
Range 984474
Interquartile range 27591

Descriptive statistics

Standard deviation 84593
Coef of variation 2.4234
Kurtosis 28.103
Mean 34907
MAD 46531
Skewness 4.6122
Sum 71210587
Variance 7155900000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 736 36.1%
 
17 4 0.2%
 
8 3 0.1%
 
19016 2 0.1%
 
238 2 0.1%
 
134 2 0.1%
 
233 2 0.1%
 
19109 2 0.1%
 
194 2 0.1%
 
79 2 0.1%
 
Other values (1261) 1283 62.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 736 36.1%
 
1 2 0.1%
 
3 2 0.1%
 
4 1 0.0%
 
5 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
666507 1 0.0%
 
718648 1 0.0%
 
740550 1 0.0%
 
769719 1 0.0%
 
984474 1 0.0%
 

Sinking_Fd_Cash___Sec
Highly correlated

This variable is highly correlated with LTD_Out_Private_Purp and should be ignored for analysis

Correlation 0.9673

Special_Assessments
Numeric

Distinct count 362
Unique (%) 17.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3048.1
Minimum 0
Maximum 412581
Zeros (%) 81.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 10645
Maximum 412581
Range 412581
Interquartile range 0

Descriptive statistics

Standard deviation 23125
Coef of variation 7.5868
Kurtosis 211.29
Mean 3048.1
MAD 5342.8
Skewness 13.854
Sum 6218059
Variance 534770000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1664 81.6%
 
5576 2 0.1%
 
5 2 0.1%
 
2091 2 0.1%
 
63 2 0.1%
 
71 2 0.1%
 
78 2 0.1%
 
117 2 0.1%
 
163 2 0.1%
 
172 2 0.1%
 
Other values (352) 358 17.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1664 81.6%
 
2 1 0.0%
 
5 2 0.1%
 
11 1 0.0%
 
16 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
334320 1 0.0%
 
360530 1 0.0%
 
394122 1 0.0%
 
407944 1 0.0%
 
412581 1 0.0%
 

State
Categorical

Distinct count 51
Unique (%) 2.5%
Missing (%) 0.0%
Missing (n) 0
IOWA
 
40
KANSAS
 
40
MARYLAND
 
40
Other values (48)
1920
Value Count Frequency (%)  
IOWA 40 2.0%
 
KANSAS 40 2.0%
 
MARYLAND 40 2.0%
 
DELAWARE 40 2.0%
 
KENTUCKY 40 2.0%
 
GEORGIA 40 2.0%
 
CALIFORNIA 40 2.0%
 
ARKANSAS 40 2.0%
 
MISSISSIPPI 40 2.0%
 
NEBRASKA 40 2.0%
 
Other values (41) 1640 80.4%
 

State_Code
Highly correlated

This variable is highly correlated with ID and should be ignored for analysis

Correlation 1

State_IGR_Education
Highly correlated

This variable is highly correlated with Total_State_IG_Revenue and should be ignored for analysis

Correlation 1

State_IGR_Gen_Sup
Boolean

Distinct count 2
Unique (%) 0.1%
Missing (%) 2.5%
Missing (n) 51
Mean 0
0.0
1989
(Missing)
 
51
Value Count Frequency (%)  
0.0 1989 97.5%
 
(Missing) 51 2.5%
 

State_IGR_Health___Hos
Constant

This variable is constant and should be ignored for analysis

Constant value 0

State_IGR_Highways
Constant

This variable is constant and should be ignored for analysis

Constant value 0

State_IGR_Hous_Com_Dev
Constant

This variable is constant and should be ignored for analysis

Constant value 0

State_IGR_Oth_Gen_Sup
Constant

This variable is constant and should be ignored for analysis

Constant value 0

State_IGR_Other
Constant

This variable is constant and should be ignored for analysis

Constant value 0

State_IGR_Public_Welf
Constant

This variable is constant and should be ignored for analysis

Constant value 0

State_IGR_Sewerage
Constant

This variable is constant and should be ignored for analysis

Constant value 0

State_IGR_Tax_Relief
Constant

This variable is constant and should be ignored for analysis

Constant value 0

State_IGR_Transit_Sub
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Taxes_NEC
Numeric

Distinct count 609
Unique (%) 29.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 12063
Minimum 0
Maximum 1620364
Zeros (%) 68.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 754.5
95-th percentile 32256
Maximum 1620364
Range 1620364
Interquartile range 754.5

Descriptive statistics

Standard deviation 91813
Coef of variation 7.6109
Kurtosis 226.51
Mean 12063
MAD 20018
Skewness 14.474
Sum 24609206
Variance 8429500000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1398 68.5%
 
1 6 0.3%
 
500 6 0.3%
 
5 3 0.1%
 
197503 3 0.1%
 
61 3 0.1%
 
74 3 0.1%
 
516 2 0.1%
 
3 2 0.1%
 
707 2 0.1%
 
Other values (599) 612 30.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1398 68.5%
 
1 6 0.3%
 
2 1 0.0%
 
3 2 0.1%
 
5 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1414414 1 0.0%
 
1447230 2 0.1%
 
1453608 1 0.0%
 
1607261 1 0.0%
 
1620364 1 0.0%
 

Tobacco_Tax
Numeric

Distinct count 2030
Unique (%) 99.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 182030
Minimum 4046
Maximum 1631995
Zeros (%) 0.0%

Quantile statistics

Minimum 4046
5-th percentile 11523
Q1 32154
Median 82512
Q3 227150
95-th percentile 755740
Maximum 1631995
Range 1627949
Interquartile range 195000

Descriptive statistics

Standard deviation 254030
Coef of variation 1.3956
Kurtosis 7.7935
Mean 182030
MAD 170420
Skewness 2.6411
Sum 371339117
Variance 64532000000
Memory size 16.0 KiB
Value Count Frequency (%)  
75479 2 0.1%
 
42026 2 0.1%
 
16804 2 0.1%
 
15315 2 0.1%
 
24296 2 0.1%
 
28491 2 0.1%
 
145578 2 0.1%
 
16329 2 0.1%
 
16635 2 0.1%
 
52271 2 0.1%
 
Other values (2020) 2020 99.0%
 

Minimum 5 values

Value Count Frequency (%)  
4046 1 0.0%
 
4065 1 0.0%
 
4278 1 0.0%
 
4283 1 0.0%
 
4403 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1534004 1 0.0%
 
1543018 1 0.0%
 
1556793 1 0.0%
 
1613010 1 0.0%
 
1631995 1 0.0%
 

Toll_Hwy_Cap_Outlay
Highly correlated

This variable is highly correlated with Toll_Hwy_Total_Expend and should be ignored for analysis

Correlation 0.9591

Toll_Hwy_Construction
Highly correlated

This variable is highly correlated with Toll_Hwy_Cap_Outlay and should be ignored for analysis

Correlation 0.98557

Toll_Hwy_Current_Exp
Numeric

Distinct count 1087
Unique (%) 53.3%
Missing (%) 1.1%
Missing (n) 22
Infinite (%) 0.0%
Infinite (n) 0
Mean 38637
Minimum 0
Maximum 687830
Zeros (%) 45.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1584.5
Q3 30648
95-th percentile 232770
Maximum 687830
Range 687830
Interquartile range 30648

Descriptive statistics

Standard deviation 91446
Coef of variation 2.3668
Kurtosis 15.833
Mean 38637
MAD 51476
Skewness 3.7544
Sum 77970000
Variance 8362400000
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 919 45.0%
 
778.0 2 0.1%
 
33563.0 2 0.1%
 
300434.0 2 0.1%
 
4141.0 2 0.1%
 
8425.0 2 0.1%
 
625.0 2 0.1%
 
35.0 2 0.1%
 
84968.0 2 0.1%
 
13168.0 2 0.1%
 
Other values (1076) 1081 53.0%
 
(Missing) 22 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 919 45.0%
 
35.0 2 0.1%
 
42.0 2 0.1%
 
49.0 1 0.0%
 
50.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
653542.0 1 0.0%
 
656713.0 1 0.0%
 
673040.0 1 0.0%
 
680737.0 1 0.0%
 
687830.0 1 0.0%
 

Toll_Hwy_Total_Expend
Numeric

Distinct count 1093
Unique (%) 53.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 90846
Minimum 0
Maximum 2821845
Zeros (%) 46.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1765
Q3 56166
95-th percentile 522240
Maximum 2821845
Range 2821845
Interquartile range 56166

Descriptive statistics

Standard deviation 245970
Coef of variation 2.7075
Kurtosis 30.851
Mean 90846
MAD 126780
Skewness 4.8399
Sum 185325270
Variance 60500000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 939 46.0%
 
625 3 0.1%
 
50651 2 0.1%
 
42 2 0.1%
 
2000 2 0.1%
 
4141 2 0.1%
 
35 2 0.1%
 
731 2 0.1%
 
2647738 2 0.1%
 
27048 1 0.0%
 
Other values (1083) 1083 53.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 939 46.0%
 
35 2 0.1%
 
42 2 0.1%
 
49 1 0.0%
 
50 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1651284 1 0.0%
 
1722439 1 0.0%
 
1762014 1 0.0%
 
2647738 2 0.1%
 
2821845 1 0.0%
 

Tot_Assist___Subsidies
Numeric

Distinct count 2037
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 465880
Minimum 9766
Maximum 5182384
Zeros (%) 0.0%

Quantile statistics

Minimum 9766
5-th percentile 32480
Q1 106110
Median 220190
Q3 628850
95-th percentile 1569500
Maximum 5182384
Range 5172618
Interquartile range 522740

Descriptive statistics

Standard deviation 553190
Coef of variation 1.1874
Kurtosis 9.478
Mean 465880
MAD 405820
Skewness 2.3992
Sum 950393731
Variance 306020000000
Memory size 16.0 KiB
Value Count Frequency (%)  
113075 2 0.1%
 
29433 2 0.1%
 
35555 2 0.1%
 
2485106 1 0.0%
 
48183 1 0.0%
 
650613 1 0.0%
 
644468 1 0.0%
 
279922 1 0.0%
 
216433 1 0.0%
 
238520 1 0.0%
 
Other values (2027) 2027 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
9766 1 0.0%
 
10120 1 0.0%
 
10883 1 0.0%
 
11033 1 0.0%
 
11409 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4138422 1 0.0%
 
4285537 1 0.0%
 
4532899 1 0.0%
 
4930538 1 0.0%
 
5182384 1 0.0%
 

Tot_Chgs_and_Misc_Rev
Highly correlated

This variable is highly correlated with Fed_IGR_Public_Welf and should be ignored for analysis

Correlation 0.92487

Tot_Ins_Trust_Inv_Rev
Highly correlated

This variable is highly correlated with Total_Insur_Trust_Rev and should be ignored for analysis

Correlation 0.94989

Tot_LTD_Out_NG
Highly correlated

This variable is highly correlated with LTD_Out_Gen_Other_NEC and should be ignored for analysis

Correlation 0.94714

Tot_Local_IG_Rev
Numeric

Distinct count 2021
Unique (%) 99.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 239290
Minimum 0
Maximum 7729570
Zeros (%) 0.5%

Quantile statistics

Minimum 0
5-th percentile 3532
Q1 15842
Median 52966
Q3 175460
95-th percentile 660200
Maximum 7729570
Range 7729570
Interquartile range 159620

Descriptive statistics

Standard deviation 757370
Coef of variation 3.165
Kurtosis 47.899
Mean 239290
MAD 294760
Skewness 6.5662
Sum 488159104
Variance 573620000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 10 0.5%
 
2446 2 0.1%
 
5610 2 0.1%
 
15364 2 0.1%
 
68001 2 0.1%
 
10256 2 0.1%
 
5464 2 0.1%
 
15771 2 0.1%
 
24295 2 0.1%
 
9314 2 0.1%
 
Other values (2011) 2012 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 10 0.5%
 
67 1 0.0%
 
274 1 0.0%
 
339 1 0.0%
 
351 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6942949 1 0.0%
 
7281669 1 0.0%
 
7572813 1 0.0%
 
7669546 1 0.0%
 
7729570 1 0.0%
 

Tot_Sales___Gr_Rec_Tax
Highly correlated

This variable is highly correlated with Total_Taxes and should be ignored for analysis

Correlation 0.92504

Total_Beg_LTD_Out
Highly correlated

This variable is highly correlated with Total_Long_Term_Debt_Out and should be ignored for analysis

Correlation 0.98598

Total_Capital_Outlays
Highly correlated

This variable is highly correlated with Total_Current_Oper and should be ignored for analysis

Correlation 0.93173

Total_Cash___Securities
Highly correlated

This variable is highly correlated with Emp_Ret_Benefit_Paymts and should be ignored for analysis

Correlation 0.95317

Total_Construction
Highly correlated

This variable is highly correlated with Total_Capital_Outlays and should be ignored for analysis

Correlation 0.99338

Total_Current_Expend
Highly correlated

This variable is highly correlated with Direct_Expenditure and should be ignored for analysis

Correlation 0.99193

Total_Current_Oper
Highly correlated

This variable is highly correlated with Total_Current_Expend and should be ignored for analysis

Correlation 0.98938

Total_Debt_Outstanding
Highly correlated

This variable is highly correlated with Interest_on_Gen_Debt and should be ignored for analysis

Correlation 0.96784

Total_Educ_Assist___Sub
Highly correlated

This variable is highly correlated with Total_Educ_Direct_Exp and should be ignored for analysis

Correlation 0.91093

Total_Educ_Cap_Outlay
Highly correlated

This variable is highly correlated with Total_Educ_Direct_Exp and should be ignored for analysis

Correlation 0.93097

Total_Educ_Construct
Highly correlated

This variable is highly correlated with Total_Educ_Cap_Outlay and should be ignored for analysis

Correlation 0.98906

Total_Educ_Current_Exp
Highly correlated

This variable is highly correlated with Total_Educ_Cap_Outlay and should be ignored for analysis

Correlation 0.91413

Total_Educ_Direct_Exp
Highly correlated

This variable is highly correlated with Total_Educ_Total_Exp and should be ignored for analysis

Correlation 0.97192

Total_Educ_Total_Exp
Highly correlated

This variable is highly correlated with Correct_Current_Exp and should be ignored for analysis

Correlation 0.96498

Total_Emp_Ret_Rev
Highly correlated

This variable is highly correlated with Tot_Ins_Trust_Inv_Rev and should be ignored for analysis

Correlation 0.98719

Total_Expenditure
Highly correlated

This variable is highly correlated with Emp_Ret_Total_Ctrib and should be ignored for analysis

Correlation 0.90686

Total_Fed_IG_Revenue
Highly correlated

This variable is highly correlated with Total_IG_Revenue and should be ignored for analysis

Correlation 0.99783

Total_Gen_Sales_Tax
Highly correlated

This variable is highly correlated with Tot_Sales___Gr_Rec_Tax and should be ignored for analysis

Correlation 0.99041

Total_General_Charges
Highly correlated

This variable is highly correlated with Tot_Chgs_and_Misc_Rev and should be ignored for analysis

Correlation 0.97184

Total_Highways_Cap_Out
Highly correlated

This variable is highly correlated with Total_Highways_Dir_Exp and should be ignored for analysis

Correlation 0.97798

Total_Highways_Construct
Highly correlated

This variable is highly correlated with Total_Highways_Cap_Out and should be ignored for analysis

Correlation 0.99718

Total_Highways_Current_Exp
Highly correlated

This variable is highly correlated with Total_Highways_Dir_Exp and should be ignored for analysis

Correlation 0.91277

Total_Highways_Dir_Exp
Highly correlated

This variable is highly correlated with Total_Highways_Tot_Exp and should be ignored for analysis

Correlation 0.97946

Total_Highways_Tot_Exp
Highly correlated

This variable is highly correlated with Higher_Ed_Current_Exp and should be ignored for analysis

Correlation 0.9184

Total_Hospital_Cap_Out
Numeric

Distinct count 1932
Unique (%) 94.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 34038
Minimum 0
Maximum 916851
Zeros (%) 1.0%

Quantile statistics

Minimum 0
5-th percentile 104
Q1 1637.2
Median 9720
Q3 31280
95-th percentile 128180
Maximum 916851
Range 916851
Interquartile range 29642

Descriptive statistics

Standard deviation 81201
Coef of variation 2.3856
Kurtosis 49.301
Mean 34038
MAD 38992
Skewness 6.2068
Sum 69438339
Variance 6593600000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 20 1.0%
 
211 4 0.2%
 
146 3 0.1%
 
317 3 0.1%
 
63 3 0.1%
 
582 3 0.1%
 
198 3 0.1%
 
2221 3 0.1%
 
81 3 0.1%
 
10 3 0.1%
 
Other values (1922) 1992 97.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 20 1.0%
 
3 2 0.1%
 
4 1 0.0%
 
5 2 0.1%
 
6 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
832878 1 0.0%
 
837501 1 0.0%
 
840108 1 0.0%
 
884383 1 0.0%
 
916851 1 0.0%
 

Total_Hospital_Construct
Highly correlated

This variable is highly correlated with Total_Hospital_Cap_Out and should be ignored for analysis

Correlation 0.98358

Total_Hospital_Current_Exp
Highly correlated

This variable is highly correlated with Total_Hospital_Dir_Exp and should be ignored for analysis

Correlation 0.99896

Total_Hospital_Dir_Exp
Highly correlated

This variable is highly correlated with Total_Hospital_Total_Exp and should be ignored for analysis

Correlation 0.99214

Total_Hospital_IG_Loc_Govts
Numeric

Distinct count 568
Unique (%) 27.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 14616
Minimum 0
Maximum 4014954
Zeros (%) 66.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 218.25
95-th percentile 20438
Maximum 4014954
Range 4014954
Interquartile range 218.25

Descriptive statistics

Standard deviation 144750
Coef of variation 9.9038
Kurtosis 519.3
Mean 14616
MAD 26363
Skewness 21.127
Sum 29815992
Variance 20953000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1348 66.1%
 
229 6 0.3%
 
25 6 0.3%
 
3 6 0.3%
 
150 6 0.3%
 
19 5 0.2%
 
15 5 0.2%
 
29 5 0.2%
 
46 4 0.2%
 
1976 4 0.2%
 
Other values (558) 645 31.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 1348 66.1%
 
1 2 0.1%
 
2 3 0.1%
 
3 6 0.3%
 
4 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
636860 1 0.0%
 
978307 1 0.0%
 
2579184 1 0.0%
 
3596149 1 0.0%
 
4014954 1 0.0%
 

Total_Hospital_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Total_Hospital_Total_Exp
Highly correlated

This variable is highly correlated with General_Current_Oper and should be ignored for analysis

Correlation 0.90458

Total_IG_Expenditure
Highly correlated

This variable is highly correlated with Total_Expenditure and should be ignored for analysis

Correlation 0.97018

Total_IG_Revenue
Highly correlated

This variable is highly correlated with Insurance_Premium_Tax and should be ignored for analysis

Correlation 0.92729

Total_Income_Taxes
Highly correlated

This variable is highly correlated with Total_Taxes and should be ignored for analysis

Correlation 0.92887

Total_Insur_Trust_Ben
Highly correlated

This variable is highly correlated with Total_Current_Oper and should be ignored for analysis

Correlation 0.95043

Total_Insur_Trust_Ctrb
Highly correlated

This variable is highly correlated with Total_Taxes and should be ignored for analysis

Correlation 0.92158

Total_Insur_Trust_Rev
Numeric

Distinct count 2039
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3517300
Minimum -77618710
Maximum 121632987
Zeros (%) 0.0%

Quantile statistics

Minimum -77618710
5-th percentile 45514
Q1 468440
Median 1305800
Q3 3576400
95-th percentile 14820000
Maximum 121632987
Range 199251697
Interquartile range 3107900

Descriptive statistics

Standard deviation 8508400
Coef of variation 2.419
Kurtosis 67.651
Mean 3517300
MAD 4077400
Skewness 5.5886
Sum 7175248343
Variance 72392000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
387838 2 0.1%
 
741797 1 0.0%
 
152942 1 0.0%
 
503123 1 0.0%
 
2850133 1 0.0%
 
257029 1 0.0%
 
1133562 1 0.0%
 
2232307 1 0.0%
 
15367515 1 0.0%
 
444328 1 0.0%
 
Other values (2029) 2029 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
-77618710 1 0.0%
 
-51142149 1 0.0%
 
-29398598 1 0.0%
 
-22166953 1 0.0%
 
-21033024 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
78665113 1 0.0%
 
94644660 1 0.0%
 
104484440 1 0.0%
 
120379020 1 0.0%
 
121632987 1 0.0%
 

Total_Interest_on_Debt
Highly correlated

This variable is highly correlated with Total_Income_Taxes and should be ignored for analysis

Correlation 0.90108

Total_LTD_Iss_FFC
Numeric

Distinct count 879
Unique (%) 43.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 227710
Minimum 0
Maximum 18713185
Zeros (%) 52.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 193000
95-th percentile 1017500
Maximum 18713185
Range 18713185
Interquartile range 193000

Descriptive statistics

Standard deviation 798860
Coef of variation 3.5083
Kurtosis 287.09
Mean 227710
MAD 306150
Skewness 14.278
Sum 464522460
Variance 638180000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1071 52.5%
 
150000 7 0.3%
 
50000 7 0.3%
 
300000 6 0.3%
 
110000 6 0.3%
 
100000 6 0.3%
 
235000 4 0.2%
 
200000 4 0.2%
 
30000 4 0.2%
 
75000 4 0.2%
 
Other values (869) 921 45.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 1071 52.5%
 
5 1 0.0%
 
56 1 0.0%
 
172 1 0.0%
 
175 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5249498 1 0.0%
 
5697420 1 0.0%
 
12589329 1 0.0%
 
17820693 1 0.0%
 
18713185 1 0.0%
 

Total_LTD_Iss_NG
Numeric

Distinct count 1398
Unique (%) 68.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 577220
Minimum 0
Maximum 21029076
Zeros (%) 31.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 186690
Q3 575520
95-th percentile 2327800
Maximum 21029076
Range 21029076
Interquartile range 575520

Descriptive statistics

Standard deviation 1327700
Coef of variation 2.3002
Kurtosis 80.831
Mean 577220
MAD 654200
Skewness 7.2767
Sum 1177528974
Variance 1762800000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 638 31.3%
 
150000 3 0.1%
 
50000 3 0.1%
 
100000 2 0.1%
 
53900 1 0.0%
 
987683 1 0.0%
 
102765 1 0.0%
 
309890 1 0.0%
 
64330 1 0.0%
 
301702 1 0.0%
 
Other values (1388) 1388 68.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 638 31.3%
 
135 1 0.0%
 
200 1 0.0%
 
204 1 0.0%
 
205 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
11811384 1 0.0%
 
12054716 1 0.0%
 
18517226 1 0.0%
 
20213802 1 0.0%
 
21029076 1 0.0%
 

Total_LTD_Iss_Unsp
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Total_LTD_Issued
Highly correlated

This variable is highly correlated with Total_Long_Term_Debt_Out and should be ignored for analysis

Correlation 0.91531

Total_LTD_Out
Highly correlated

This variable is highly correlated with Total_LTD_Retired and should be ignored for analysis

Correlation 0.91908

Total_LTD_Out_FFC
Numeric

Distinct count 1183
Unique (%) 58.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1337100
Minimum 0
Maximum 44707246
Zeros (%) 41.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 229430
Q3 1490000
95-th percentile 5822300
Maximum 44707246
Range 44707246
Interquartile range 1490000

Descriptive statistics

Standard deviation 2839900
Coef of variation 2.1239
Kurtosis 44.302
Mean 1337100
MAD 1654200
Skewness 5.1617
Sum 2727750840
Variance 8065200000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 849 41.6%
 
27800 5 0.2%
 
2938 3 0.1%
 
28675 2 0.1%
 
88490 2 0.1%
 
3257905 2 0.1%
 
147004 1 0.0%
 
1205924 1 0.0%
 
10859151 1 0.0%
 
2284176 1 0.0%
 
Other values (1173) 1173 57.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 849 41.6%
 
100 1 0.0%
 
220 1 0.0%
 
345 1 0.0%
 
465 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
22607763 1 0.0%
 
22985202 1 0.0%
 
23818411 1 0.0%
 
27586960 1 0.0%
 
44707246 1 0.0%
 

Total_LTD_Out_Utility
Numeric

Distinct count 254
Unique (%) 12.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 187370
Minimum 0
Maximum 21219521
Zeros (%) 87.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 379350
Maximum 21219521
Range 21219521
Interquartile range 0

Descriptive statistics

Standard deviation 1249300
Coef of variation 6.6679
Kurtosis 128.4
Mean 187370
MAD 339820
Skewness 10.497
Sum 382230368
Variance 1560900000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1774 87.0%
 
68945 6 0.3%
 
3582 3 0.1%
 
81410 2 0.1%
 
1091 2 0.1%
 
200000 2 0.1%
 
3507 2 0.1%
 
98425 2 0.1%
 
453604 2 0.1%
 
37550 1 0.0%
 
Other values (244) 244 12.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1774 87.0%
 
1091 2 0.1%
 
1567 1 0.0%
 
2043 1 0.0%
 
2519 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
12997990 1 0.0%
 
13993248 1 0.0%
 
18538709 1 0.0%
 
19330161 1 0.0%
 
21219521 1 0.0%
 

Total_LTD_Ret_FFC
Numeric

Distinct count 1169
Unique (%) 57.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 142510
Minimum 0
Maximum 16610045
Zeros (%) 42.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 14596
Q3 129060
95-th percentile 662000
Maximum 16610045
Range 16610045
Interquartile range 129060

Descriptive statistics

Standard deviation 479530
Coef of variation 3.3649
Kurtosis 689.88
Mean 142510
MAD 183710
Skewness 21.362
Sum 290719878
Variance 229950000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 856 42.0%
 
5000 3 0.1%
 
77070 3 0.1%
 
230 3 0.1%
 
53965 2 0.1%
 
107815 2 0.1%
 
51372 2 0.1%
 
5800 2 0.1%
 
287952 2 0.1%
 
100 2 0.1%
 
Other values (1159) 1163 57.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 856 42.0%
 
21 1 0.0%
 
22 1 0.0%
 
23 1 0.0%
 
25 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3190707 1 0.0%
 
3428870 1 0.0%
 
3503023 1 0.0%
 
4631944 1 0.0%
 
16610045 1 0.0%
 

Total_LTD_Ret_NG
Highly correlated

This variable is highly correlated with Total_LTD_Iss_NG and should be ignored for analysis

Correlation 0.91816

Total_LTD_Ret_Unsp
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Total_LTD_Retired
Highly correlated

This variable is highly correlated with Total_LTD_Issued and should be ignored for analysis

Correlation 0.91105

Total_License_Taxes
Highly correlated

This variable is highly correlated with Motor_Fuels_Tax and should be ignored for analysis

Correlation 0.90885

Total_Long_Term_Debt_Out
Highly correlated

This variable is highly correlated with Total_Debt_Outstanding and should be ignored for analysis

Correlation 0.99955

Total_Other_Capital_Outlays
Numeric

Distinct count 2035
Unique (%) 99.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 247860
Minimum 4700
Maximum 4667957
Zeros (%) 0.0%

Quantile statistics

Minimum 4700
5-th percentile 23339
Q1 64603
Median 140930
Q3 290550
95-th percentile 814490
Maximum 4667957
Range 4663257
Interquartile range 225940

Descriptive statistics

Standard deviation 350780
Coef of variation 1.4153
Kurtosis 30.926
Mean 247860
MAD 201740
Skewness 4.4584
Sum 505626595
Variance 123050000000
Memory size 16.0 KiB
Value Count Frequency (%)  
96205 2 0.1%
 
342731 2 0.1%
 
31174 2 0.1%
 
92271 2 0.1%
 
32191 2 0.1%
 
238972 1 0.0%
 
181630 1 0.0%
 
99712 1 0.0%
 
271097 1 0.0%
 
49729 1 0.0%
 
Other values (2025) 2025 99.3%
 

Minimum 5 values

Value Count Frequency (%)  
4700 1 0.0%
 
6543 1 0.0%
 
8201 1 0.0%
 
8923 1 0.0%
 
9132 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2570933 1 0.0%
 
2575549 1 0.0%
 
2627973 1 0.0%
 
4184989 1 0.0%
 
4667957 1 0.0%
 

Total_Rev_Own_Sources
Highly correlated

This variable is highly correlated with Total_Revenue and should be ignored for analysis

Correlation 0.99611

Total_Revenue
Numeric

Distinct count 2040
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 21385000
Minimum 543702
Maximum 353368448
Zeros (%) 0.0%

Quantile statistics

Minimum 543702
5-th percentile 1558500
Q1 4808700
Median 10491000
Q3 25090000
95-th percentile 73139000
Maximum 353368448
Range 352824746
Interquartile range 20281000

Descriptive statistics

Standard deviation 33061000
Coef of variation 1.546
Kurtosis 30.878
Mean 21385000
MAD 18866000
Skewness 4.6846
Sum 43625468151
Variance 1093100000000000
Memory size 16.0 KiB
Value Count Frequency (%)  
4597759 1 0.0%
 
42788178 1 0.0%
 
113241403 1 0.0%
 
11500861 1 0.0%
 
46724414 1 0.0%
 
10247487 1 0.0%
 
8384577 1 0.0%
 
21431620 1 0.0%
 
4584347 1 0.0%
 
57894216 1 0.0%
 
Other values (2030) 2030 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
543702 1 0.0%
 
563376 1 0.0%
 
572997 1 0.0%
 
597683 1 0.0%
 
603545 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
315358657 1 0.0%
 
319289874 1 0.0%
 
322332307 1 0.0%
 
336546652 1 0.0%
 
353368448 1 0.0%
 

Total_Salaries___Wages
Highly correlated

This variable is highly correlated with Total_Insur_Trust_Ben and should be ignored for analysis

Correlation 0.93348

Total_Select_Sales_Tax
Highly correlated

This variable is highly correlated with Tot_Sales___Gr_Rec_Tax and should be ignored for analysis

Correlation 0.94891

Total_State_IG_Revenue
Boolean

Distinct count 2
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Mean 46.358
0
2039
94570
 
1
Value Count Frequency (%)  
0 2039 100.0%
 
94570 1 0.0%
 

Total_Taxes
Highly correlated

This variable is highly correlated with Gen_Rev_Own_Sources and should be ignored for analysis

Correlation 0.99588

Total_Unemp_Rev
Numeric

Distinct count 2034
Unique (%) 99.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 641780
Minimum -471742
Maximum 17009070
Zeros (%) 0.0%

Quantile statistics

Minimum -471742
5-th percentile 43456
Q1 124920
Median 260510
Q3 689640
95-th percentile 2380200
Maximum 17009070
Range 17480812
Interquartile range 564710

Descriptive statistics

Standard deviation 1156400
Coef of variation 1.8019
Kurtosis 65.81
Mean 641780
MAD 626000
Skewness 6.4949
Sum 1309237606
Variance 1337300000000
Memory size 16.0 KiB
Value Count Frequency (%)  
179214 2 0.1%
 
350225 2 0.1%
 
305105 2 0.1%
 
288358 2 0.1%
 
312781 2 0.1%
 
53034 2 0.1%
 
257357 1 0.0%
 
5895504 1 0.0%
 
253265 1 0.0%
 
421217 1 0.0%
 
Other values (2024) 2024 99.2%
 

Minimum 5 values

Value Count Frequency (%)  
-471742 1 0.0%
 
-123008 1 0.0%
 
-53464 1 0.0%
 
10539 1 0.0%
 
11584 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
12388979 1 0.0%
 
13842129 1 0.0%
 
15170427 1 0.0%
 
15294281 1 0.0%
 
17009070 1 0.0%
 

Total_Util_Cap_Outlay
Numeric

Distinct count 760
Unique (%) 37.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 68641
Minimum 0
Maximum 4973317
Zeros (%) 58.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 3825
95-th percentile 238410
Maximum 4973317
Range 4973317
Interquartile range 3825

Descriptive statistics

Standard deviation 337890
Coef of variation 4.9226
Kurtosis 77.16
Mean 68641
MAD 115410
Skewness 8.0746
Sum 140027775
Variance 114170000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1197 58.7%
 
1 11 0.5%
 
4 7 0.3%
 
2 5 0.2%
 
3 5 0.2%
 
5 5 0.2%
 
14 5 0.2%
 
17 4 0.2%
 
145 3 0.1%
 
33 3 0.1%
 
Other values (750) 795 39.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1197 58.7%
 
1 11 0.5%
 
2 5 0.2%
 
3 5 0.2%
 
4 7 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
3341167 1 0.0%
 
3493949 1 0.0%
 
3599732 1 0.0%
 
4524634 1 0.0%
 
4973317 1 0.0%
 

Total_Util_Construct
Highly correlated

This variable is highly correlated with Total_Util_Cap_Outlay and should be ignored for analysis

Correlation 0.95809

Total_Util_Current_Exp
Highly correlated

This variable is highly correlated with Total_Util_Inter_Exp and should be ignored for analysis

Correlation 0.92751

Total_Util_Inter_Exp
Highly correlated

This variable is highly correlated with Total_Util_Total_Exp and should be ignored for analysis

Correlation 0.9577

Total_Util_Total_Exp
Highly correlated

This variable is highly correlated with Electric_Utility_Rev and should be ignored for analysis

Correlation 0.91297

Total_Utility_Revenue
Numeric

Distinct count 711
Unique (%) 34.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 146590
Minimum 0
Maximum 8673969
Zeros (%) 64.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 8611
95-th percentile 579780
Maximum 8673969
Range 8673969
Interquartile range 8611

Descriptive statistics

Standard deviation 763900
Coef of variation 5.2111
Kurtosis 72.297
Mean 146590
MAD 250890
Skewness 8.1006
Sum 299045637
Variance 583550000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1311 64.3%
 
119 4 0.2%
 
41 4 0.2%
 
13 3 0.1%
 
8611 2 0.1%
 
6788 2 0.1%
 
6442 2 0.1%
 
544 2 0.1%
 
100 2 0.1%
 
85 2 0.1%
 
Other values (701) 706 34.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 1311 64.3%
 
1 2 0.1%
 
2 1 0.0%
 
5 1 0.0%
 
7 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8022159 1 0.0%
 
8080800 1 0.0%
 
8303996 1 0.0%
 
8556719 1 0.0%
 
8673969 1 0.0%
 

Trans_Util_Cap_Outlay
Highly correlated

This variable is highly correlated with Total_Util_Construct and should be ignored for analysis

Correlation 0.92375

Trans_Util_Construct
Highly correlated

This variable is highly correlated with Trans_Util_Cap_Outlay and should be ignored for analysis

Correlation 0.93403

Trans_Util_Current_Exp
Highly correlated

This variable is highly correlated with Trans_Util_Total_Exp and should be ignored for analysis

Correlation 0.97579

Trans_Util_Inter_Exp
Highly correlated

This variable is highly correlated with Trans_Util_Total_Exp and should be ignored for analysis

Correlation 0.9386

Trans_Util_Total_Exp
Highly correlated

This variable is highly correlated with Total_Util_Current_Exp and should be ignored for analysis

Correlation 0.91791

Transit_Sub_Direct_Sub
Numeric

Distinct count 345
Unique (%) 16.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2336.4
Minimum 0
Maximum 205072
Zeros (%) 82.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 13835
Maximum 205072
Range 205072
Interquartile range 0

Descriptive statistics

Standard deviation 11445
Coef of variation 4.8987
Kurtosis 113.34
Mean 2336.4
MAD 4044.5
Skewness 9.3763
Sum 4766243
Variance 130990000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1690 82.8%
 
574 2 0.1%
 
478 2 0.1%
 
544 2 0.1%
 
657 2 0.1%
 
1944 2 0.1%
 
880 2 0.1%
 
25154 1 0.0%
 
592 1 0.0%
 
2556 1 0.0%
 
Other values (335) 335 16.4%
 

Minimum 5 values

Value Count Frequency (%)  
0 1690 82.8%
 
3 1 0.0%
 
4 1 0.0%
 
9 1 0.0%
 
10 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
134207 1 0.0%
 
135220 1 0.0%
 
152547 1 0.0%
 
153192 1 0.0%
 
205072 1 0.0%
 

Transit_Sub_IG_Loc_Govts
Highly correlated

This variable is highly correlated with Transit_Sub_Total_Exp and should be ignored for analysis

Correlation 0.9987

Transit_Sub_IG_To_Sta
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Transit_Sub_To_Own_Sys
Numeric

Distinct count 47
Unique (%) 2.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4137.5
Minimum 0
Maximum 555802
Zeros (%) 97.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 555802
Range 555802
Interquartile range 0

Descriptive statistics

Standard deviation 37787
Coef of variation 9.1329
Kurtosis 110.1
Mean 4137.5
MAD 8109.6
Skewness 10.203
Sum 8440410
Variance 1427800000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1994 97.7%
 
375085 1 0.0%
 
8783 1 0.0%
 
193089 1 0.0%
 
544 1 0.0%
 
8647 1 0.0%
 
6578 1 0.0%
 
407 1 0.0%
 
394 1 0.0%
 
366984 1 0.0%
 
Other values (37) 37 1.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 1994 97.7%
 
105 1 0.0%
 
394 1 0.0%
 
407 1 0.0%
 
544 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
415743 1 0.0%
 
417183 1 0.0%
 
455523 1 0.0%
 
541358 1 0.0%
 
555802 1 0.0%
 

Transit_Sub_Total_Exp
Numeric

Distinct count 820
Unique (%) 40.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 53561
Minimum 0
Maximum 3112156
Zeros (%) 59.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 16343
95-th percentile 251430
Maximum 3112156
Range 3112156
Interquartile range 16343

Descriptive statistics

Standard deviation 224280
Coef of variation 4.1873
Kurtosis 102.05
Mean 53561
MAD 83097
Skewness 9.1876
Sum 109264602
Variance 50300000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1215 59.6%
 
9 2 0.1%
 
238 2 0.1%
 
664 2 0.1%
 
6276 2 0.1%
 
2874 2 0.1%
 
9303 2 0.1%
 
527 1 0.0%
 
2880158 1 0.0%
 
84635 1 0.0%
 
Other values (810) 810 39.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 1215 59.6%
 
3 1 0.0%
 
9 2 0.1%
 
11 1 0.0%
 
20 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2649017 1 0.0%
 
2794578 1 0.0%
 
2880158 1 0.0%
 
3089744 1 0.0%
 
3112156 1 0.0%
 

Transit_Utility_Rev
Numeric

Distinct count 356
Unique (%) 17.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 31961
Minimum 0
Maximum 1950591
Zeros (%) 82.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 92582
Maximum 1950591
Range 1950591
Interquartile range 0

Descriptive statistics

Standard deviation 166020
Coef of variation 5.1944
Kurtosis 56.39
Mean 31961
MAD 57662
Skewness 7.0294
Sum 65200362
Variance 27562000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1681 82.4%
 
13 3 0.1%
 
13313 2 0.1%
 
8611 2 0.1%
 
6658 1 0.0%
 
6635 1 0.0%
 
420334 1 0.0%
 
2554 1 0.0%
 
117243 1 0.0%
 
6653 1 0.0%
 
Other values (346) 346 17.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1681 82.4%
 
2 1 0.0%
 
5 1 0.0%
 
8 1 0.0%
 
13 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1681047 1 0.0%
 
1682563 1 0.0%
 
1770887 1 0.0%
 
1884987 1 0.0%
 
1950591 1 0.0%
 

Unemp_Comp_Bal_In_US_Trs
Numeric

Distinct count 1997
Unique (%) 97.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 533180
Minimum -246294
Maximum 6412589
Zeros (%) 2.0%

Quantile statistics

Minimum -246294
5-th percentile 8857.1
Q1 102940
Median 279640
Q3 667930
95-th percentile 1965300
Maximum 6412589
Range 6658883
Interquartile range 564990

Descriptive statistics

Standard deviation 705640
Coef of variation 1.3235
Kurtosis 12.325
Mean 533180
MAD 471650
Skewness 2.9224
Sum 1087684253
Variance 497930000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 40 2.0%
 
713920 2 0.1%
 
66086 2 0.1%
 
288414 2 0.1%
 
198796 2 0.1%
 
2168120 1 0.0%
 
771388 1 0.0%
 
572731 1 0.0%
 
1088825 1 0.0%
 
383466 1 0.0%
 
Other values (1987) 1987 97.4%
 

Minimum 5 values

Value Count Frequency (%)  
-246294 1 0.0%
 
-166379 1 0.0%
 
-98803 1 0.0%
 
-94725 1 0.0%
 
-2154 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5086594 1 0.0%
 
5592605 1 0.0%
 
5700891 1 0.0%
 
5951533 1 0.0%
 
6412589 1 0.0%
 

Unemp_Comp_Ben_Paymts
Highly correlated

This variable is highly correlated with Unemp_Comp_Total_Exp and should be ignored for analysis

Correlation 0.92673

Unemp_Comp_Cash___Sec
Numeric

Distinct count 2034
Unique (%) 99.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 461430
Minimum -8854807
Maximum 6367253
Zeros (%) 0.1%

Quantile statistics

Minimum -8854807
5-th percentile -49064
Q1 91823
Median 270920
Q3 668460
95-th percentile 1950500
Maximum 6367253
Range 15222060
Interquartile range 576630

Descriptive statistics

Standard deviation 881230
Coef of variation 1.9098
Kurtosis 23.975
Mean 461430
MAD 513980
Skewness -0.83229
Sum 941325342
Variance 776560000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 2 0.1%
 
199281 2 0.1%
 
121833 2 0.1%
 
82318 2 0.1%
 
66773 2 0.1%
 
18506 2 0.1%
 
183595 1 0.0%
 
2073902 1 0.0%
 
-63410 1 0.0%
 
1518266 1 0.0%
 
Other values (2024) 2024 99.2%
 

Minimum 5 values

Value Count Frequency (%)  
-8854807 1 0.0%
 
-8505392 1 0.0%
 
-7582960 1 0.0%
 
-6981636 1 0.0%
 
-5647367 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5056040 1 0.0%
 
5548899 1 0.0%
 
5639601 1 0.0%
 
5802160 1 0.0%
 
6367253 1 0.0%
 

Unemp_Comp_Other_Balance
Numeric

Distinct count 1635
Unique (%) 80.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -71745
Minimum -8911871
Maximum 1872668
Zeros (%) 13.7%

Quantile statistics

Minimum -8911871
5-th percentile -155030
Q1 -3917.5
Median -245.5
Q3 249.75
95-th percentile 5842.7
Maximum 1872668
Range 10784539
Interquartile range 4167.2

Descriptive statistics

Standard deviation 505110
Coef of variation -7.0404
Kurtosis 169.74
Mean -71745
MAD 135050
Skewness -11.758
Sum -146358911
Variance 255140000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 280 13.7%
 
122 4 0.2%
 
78 3 0.1%
 
-1899 3 0.1%
 
435 3 0.1%
 
-159 3 0.1%
 
23 3 0.1%
 
341 3 0.1%
 
1130 3 0.1%
 
322 3 0.1%
 
Other values (1625) 1732 84.9%
 

Minimum 5 values

Value Count Frequency (%)  
-8911871 1 0.0%
 
-8545354 1 0.0%
 
-8102271 1 0.0%
 
-7608175 1 0.0%
 
-7092466 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
262691 1 0.0%
 
322507 1 0.0%
 
451197 1 0.0%
 
693506 1 0.0%
 
1872668 1 0.0%
 

Unemp_Comp_Total_Exp
Highly correlated

This variable is highly correlated with Total_Unemp_Rev and should be ignored for analysis

Correlation 0.92167

Unemp_Ext___Spec_Pmts
Numeric

Distinct count 1604
Unique (%) 78.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 149110
Minimum 0
Maximum 11224018
Zeros (%) 12.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 153
Median 5786.5
Q3 51791
95-th percentile 755700
Maximum 11224018
Range 11224018
Interquartile range 51638

Descriptive statistics

Standard deviation 569620
Coef of variation 3.8201
Kurtosis 113.98
Mean 149110
MAD 224720
Skewness 8.8061
Sum 304191662
Variance 324470000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 251 12.3%
 
2 10 0.5%
 
8 9 0.4%
 
1 8 0.4%
 
4 8 0.4%
 
3 8 0.4%
 
24 7 0.3%
 
30 7 0.3%
 
10 7 0.3%
 
11 5 0.2%
 
Other values (1594) 1720 84.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 251 12.3%
 
1 8 0.4%
 
2 10 0.5%
 
3 8 0.4%
 
4 8 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
4804443 1 0.0%
 
5051544 1 0.0%
 
5424932 1 0.0%
 
8495998 1 0.0%
 
11224018 1 0.0%
 

Unemp_Federal_Advances
Numeric

Distinct count 1432
Unique (%) 70.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 116760
Minimum -771124
Maximum 10957982
Zeros (%) 24.9%

Quantile statistics

Minimum -771124
5-th percentile -619.3
Q1 0
Median 2267.5
Q3 26928
95-th percentile 584340
Maximum 10957982
Range 11729106
Interquartile range 26928

Descriptive statistics

Standard deviation 569470
Coef of variation 4.8771
Kurtosis 151.58
Mean 116760
MAD 196880
Skewness 10.678
Sum 238198172
Variance 324300000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 507 24.9%
 
1 15 0.7%
 
5 7 0.3%
 
65 5 0.2%
 
3 5 0.2%
 
10 4 0.2%
 
2426 3 0.1%
 
-11 3 0.1%
 
50 3 0.1%
 
22 3 0.1%
 
Other values (1422) 1485 72.8%
 

Minimum 5 values

Value Count Frequency (%)  
-771124 1 0.0%
 
-602307 1 0.0%
 
-572776 1 0.0%
 
-534851 1 0.0%
 
-534047 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7203296 1 0.0%
 
7633391 1 0.0%
 
8585318 1 0.0%
 
8968936 1 0.0%
 
10957982 1 0.0%
 

Unemp_Int_Revenue
Numeric

Distinct count 1801
Unique (%) 88.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 33866
Minimum 0
Maximum 481947
Zeros (%) 10.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 4626.8
Median 15526
Q3 39793
95-th percentile 132050
Maximum 481947
Range 481947
Interquartile range 35166

Descriptive statistics

Standard deviation 51737
Coef of variation 1.5277
Kurtosis 17.033
Mean 33866
MAD 32558
Skewness 3.4785
Sum 69086059
Variance 2676700000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 204 10.0%
 
9 3 0.1%
 
64 3 0.1%
 
17048 2 0.1%
 
14187 2 0.1%
 
109 2 0.1%
 
41114 2 0.1%
 
10398 2 0.1%
 
1756 2 0.1%
 
11484 2 0.1%
 
Other values (1791) 1816 89.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 204 10.0%
 
1 2 0.1%
 
2 1 0.0%
 
4 1 0.0%
 
7 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
385381 1 0.0%
 
401429 1 0.0%
 
463661 1 0.0%
 
470878 1 0.0%
 
481947 1 0.0%
 

Unemp_Payroll_Tax
Highly correlated

This variable is highly correlated with Total_Unemp_Rev and should be ignored for analysis

Correlation 0.9122

Unnamed: 0
Numeric

Distinct count 2040
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1019.5
Minimum 0
Maximum 2039
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 101.95
Q1 509.75
Median 1019.5
Q3 1529.2
95-th percentile 1937
Maximum 2039
Range 2039
Interquartile range 1019.5

Descriptive statistics

Standard deviation 589.04
Coef of variation 0.57777
Kurtosis -1.2
Mean 1019.5
MAD 510
Skewness 0
Sum 2079780
Variance 346970
Memory size 16.0 KiB
Value Count Frequency (%)  
2039 1 0.0%
 
1368 1 0.0%
 
1342 1 0.0%
 
1344 1 0.0%
 
1346 1 0.0%
 
1348 1 0.0%
 
1350 1 0.0%
 
1352 1 0.0%
 
1354 1 0.0%
 
1356 1 0.0%
 
Other values (2030) 2030 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 1 0.0%
 
1 1 0.0%
 
2 1 0.0%
 
3 1 0.0%
 
4 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2035 1 0.0%
 
2036 1 0.0%
 
2037 1 0.0%
 
2038 1 0.0%
 
2039 1 0.0%
 

VetBonus
Numeric

Distinct count 119
Unique (%) 5.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 48.522
Minimum 0
Maximum 32104
Zeros (%) 92.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 35.05
Maximum 32104
Range 32104
Interquartile range 0

Descriptive statistics

Standard deviation 751.77
Coef of variation 15.494
Kurtosis 1624.9
Mean 48.522
MAD 91.409
Skewness 38.451
Sum 98984
Variance 565160
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1878 92.1%
 
4 5 0.2%
 
11 4 0.2%
 
19 4 0.2%
 
18 4 0.2%
 
13 4 0.2%
 
37 4 0.2%
 
10 4 0.2%
 
7 3 0.1%
 
69 3 0.1%
 
Other values (109) 127 6.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 1878 92.1%
 
1 3 0.1%
 
2 1 0.0%
 
3 1 0.0%
 
4 5 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
2662 1 0.0%
 
2953 1 0.0%
 
3441 1 0.0%
 
5188 1 0.0%
 
32104 1 0.0%
 

Water_Trans_Cap_Outlay
Numeric

Distinct count 706
Unique (%) 34.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6395.7
Minimum 0
Maximum 185362
Zeros (%) 63.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 2463
95-th percentile 40310
Maximum 185362
Range 185362
Interquartile range 2463

Descriptive statistics

Standard deviation 17445
Coef of variation 2.7276
Kurtosis 21.756
Mean 6395.7
MAD 9676.5
Skewness 4.206
Sum 13047132
Variance 304320000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1296 63.5%
 
1 5 0.2%
 
2 4 0.2%
 
15 4 0.2%
 
4 3 0.1%
 
2024 3 0.1%
 
18 3 0.1%
 
12108 3 0.1%
 
3548 3 0.1%
 
8054 2 0.1%
 
Other values (696) 714 35.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1296 63.5%
 
1 5 0.2%
 
2 4 0.2%
 
3 1 0.0%
 
4 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
127423 1 0.0%
 
133115 1 0.0%
 
134012 1 0.0%
 
140602 1 0.0%
 
185362 1 0.0%
 

Water_Trans_Construct
Highly correlated

This variable is highly correlated with Water_Trans_Cap_Outlay and should be ignored for analysis

Correlation 0.94985

Water_Trans_Current_Exp
Highly correlated

This variable is highly correlated with Water_Trans_Direct_Exp and should be ignored for analysis

Correlation 0.96116

Water_Trans_Direct_Exp
Highly correlated

This variable is highly correlated with Water_Trans_Total_Exp and should be ignored for analysis

Correlation 0.99735

Water_Trans_IG_Loc_Govts
Numeric

Distinct count 322
Unique (%) 15.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 686.74
Minimum 0
Maximum 52883
Zeros (%) 81.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 3508.3
Maximum 52883
Range 52883
Interquartile range 0

Descriptive statistics

Standard deviation 3378.6
Coef of variation 4.9197
Kurtosis 100.34
Mean 686.74
MAD 1179.9
Skewness 9.0314
Sum 1400956
Variance 11415000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1670 81.9%
 
30 8 0.4%
 
1780 7 0.3%
 
1500 4 0.2%
 
714 4 0.2%
 
1647 4 0.2%
 
100 3 0.1%
 
1250 3 0.1%
 
610 2 0.1%
 
5642 2 0.1%
 
Other values (312) 333 16.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1670 81.9%
 
4 1 0.0%
 
9 1 0.0%
 
10 1 0.0%
 
11 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
34853 1 0.0%
 
42211 1 0.0%
 
45586 1 0.0%
 
48523 1 0.0%
 
52883 1 0.0%
 

Water_Trans_IG_To_Sta
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Water_Trans_Total_Exp
Highly correlated

This variable is highly correlated with Chg_Water_Transport and should be ignored for analysis

Correlation 0.92927

Water_Util_Cap_Outlay
Numeric

Distinct count 240
Unique (%) 11.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2451.4
Minimum 0
Maximum 217406
Zeros (%) 87.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 5016.5
Maximum 217406
Range 217406
Interquartile range 0

Descriptive statistics

Standard deviation 15578
Coef of variation 6.3547
Kurtosis 105.18
Mean 2451.4
MAD 4543.3
Skewness 9.5626
Sum 5000918
Variance 242680000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1777 87.1%
 
14 4 0.2%
 
1 4 0.2%
 
4 4 0.2%
 
36 3 0.1%
 
18 3 0.1%
 
142 2 0.1%
 
94 2 0.1%
 
79 2 0.1%
 
72 2 0.1%
 
Other values (230) 237 11.6%
 

Minimum 5 values

Value Count Frequency (%)  
0 1777 87.1%
 
1 4 0.2%
 
2 1 0.0%
 
3 1 0.0%
 
4 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
188154 1 0.0%
 
194444 1 0.0%
 
197586 1 0.0%
 
217308 1 0.0%
 
217406 1 0.0%
 

Water_Util_Construct
Highly correlated

This variable is highly correlated with Water_Util_Cap_Outlay and should be ignored for analysis

Correlation 0.99643

Water_Util_Current_Exp
Numeric

Distinct count 450
Unique (%) 22.1%
Missing (%) 1.2%
Missing (n) 24
Infinite (%) 0.0%
Infinite (n) 0
Mean 4830.2
Minimum 0
Maximum 323910
Zeros (%) 75.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 26787
Maximum 323910
Range 323910
Interquartile range 0

Descriptive statistics

Standard deviation 21301
Coef of variation 4.41
Kurtosis 78.772
Mean 4830.2
MAD 8152.9
Skewness 7.77
Sum 9737600
Variance 453740000
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1549 75.9%
 
11247.0 3 0.1%
 
5.0 3 0.1%
 
34825.0 2 0.1%
 
54.0 2 0.1%
 
2768.0 2 0.1%
 
1619.0 2 0.1%
 
243.0 2 0.1%
 
1977.0 2 0.1%
 
1509.0 2 0.1%
 
Other values (439) 447 21.9%
 
(Missing) 24 1.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1549 75.9%
 
4.0 1 0.0%
 
5.0 3 0.1%
 
9.0 1 0.0%
 
36.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
217474.0 1 0.0%
 
238897.0 1 0.0%
 
242365.0 1 0.0%
 
299413.0 1 0.0%
 
323906.0 1 0.0%
 

Water_Util_Inter_Exp
Numeric

Distinct count 179
Unique (%) 8.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1138
Minimum 0
Maximum 88862
Zeros (%) 90.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 4774.3
Maximum 88862
Range 88862
Interquartile range 0

Descriptive statistics

Standard deviation 7194.5
Coef of variation 6.3221
Kurtosis 99.602
Mean 1138
MAD 2102
Skewness 9.5508
Sum 2321520
Variance 51761000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1840 90.2%
 
10 10 0.5%
 
11 7 0.3%
 
20 3 0.1%
 
16 2 0.1%
 
11684 2 0.1%
 
1470 2 0.1%
 
86149 2 0.1%
 
404 2 0.1%
 
21232 1 0.0%
 
Other values (169) 169 8.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1840 90.2%
 
7 1 0.0%
 
8 1 0.0%
 
9 1 0.0%
 
10 10 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
81071 1 0.0%
 
85949 1 0.0%
 
86149 2 0.1%
 
88060 1 0.0%
 
88862 1 0.0%
 

Water_Util_Total_Exp
Numeric

Distinct count 461
Unique (%) 22.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 8362.8
Minimum 0
Maximum 342532
Zeros (%) 76.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 38685
Maximum 342532
Range 342532
Interquartile range 0

Descriptive statistics

Standard deviation 36311
Coef of variation 4.342
Kurtosis 40.578
Mean 8362.8
MAD 14309
Skewness 6.1211
Sum 17060032
Variance 1318500000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1565 76.7%
 
5 3 0.1%
 
11247 3 0.1%
 
1949 2 0.1%
 
74 2 0.1%
 
149 2 0.1%
 
141 2 0.1%
 
569 2 0.1%
 
5151 2 0.1%
 
13303 2 0.1%
 
Other values (451) 455 22.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1565 76.7%
 
4 1 0.0%
 
5 3 0.1%
 
9 1 0.0%
 
21 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
320815 1 0.0%
 
322084 1 0.0%
 
323906 1 0.0%
 
332903 1 0.0%
 
342532 1 0.0%
 

Water_Utility_Revenue
Numeric

Distinct count 259
Unique (%) 12.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4107.9
Minimum 0
Maximum 243201
Zeros (%) 86.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 20483
Maximum 243201
Range 243201
Interquartile range 0

Descriptive statistics

Standard deviation 20449
Coef of variation 4.9781
Kurtosis 57.868
Mean 4107.9
MAD 7412.3
Skewness 7.1183
Sum 8380163
Variance 418180000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1766 86.6%
 
119 4 0.2%
 
41 4 0.2%
 
2 3 0.1%
 
36 2 0.1%
 
42123 2 0.1%
 
188608 2 0.1%
 
100 2 0.1%
 
94 2 0.1%
 
85 2 0.1%
 
Other values (249) 251 12.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1766 86.6%
 
1 2 0.1%
 
2 3 0.1%
 
7 1 0.0%
 
8 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
193001 1 0.0%
 
206250 1 0.0%
 
217264 1 0.0%
 
222567 1 0.0%
 
243201 1 0.0%
 

Welf_Cash_Cash_Assist
Numeric

Distinct count 1283
Unique (%) 62.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 50029
Minimum 0
Maximum 1216483
Zeros (%) 33.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2086.5
Q3 26854
95-th percentile 326380
Maximum 1216483
Range 1216483
Interquartile range 26854

Descriptive statistics

Standard deviation 127410
Coef of variation 2.5468
Kurtosis 19.983
Mean 50029
MAD 71483
Skewness 4.029
Sum 102059548
Variance 16234000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 677 33.2%
 
4 6 0.3%
 
6 5 0.2%
 
1 5 0.2%
 
9 4 0.2%
 
180 4 0.2%
 
11 4 0.2%
 
54 4 0.2%
 
5 4 0.2%
 
265 3 0.1%
 
Other values (1273) 1324 64.9%
 

Minimum 5 values

Value Count Frequency (%)  
0 677 33.2%
 
1 5 0.2%
 
2 1 0.0%
 
3 2 0.1%
 
4 6 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
956073 1 0.0%
 
1013205 1 0.0%
 
1056917 1 0.0%
 
1195271 1 0.0%
 
1216483 1 0.0%
 

Welf_Cash_IG_Local_Govts
Numeric

Distinct count 158
Unique (%) 7.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 20266
Minimum 0
Maximum 3615588
Zeros (%) 92.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 5992.4
Maximum 3615588
Range 3615588
Interquartile range 0

Descriptive statistics

Standard deviation 194400
Coef of variation 9.5924
Kurtosis 233.85
Mean 20266
MAD 38586
Skewness 14.514
Sum 41342293
Variance 37791000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1882 92.3%
 
8181 2 0.1%
 
8880 1 0.0%
 
4472 1 0.0%
 
422317 1 0.0%
 
135594 1 0.0%
 
717217 1 0.0%
 
22927 1 0.0%
 
1679746 1 0.0%
 
33150 1 0.0%
 
Other values (148) 148 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1882 92.3%
 
3 1 0.0%
 
10 1 0.0%
 
31 1 0.0%
 
58 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3204435 1 0.0%
 
3206250 1 0.0%
 
3327772 1 0.0%
 
3476017 1 0.0%
 
3615588 1 0.0%
 

Welf_Cash_Total_Exp
Numeric

Distinct count 1335
Unique (%) 65.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 70295
Minimum 0
Maximum 3615588
Zeros (%) 31.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 2767
Q3 33030
95-th percentile 406920
Maximum 3615588
Range 3615588
Interquartile range 33030

Descriptive statistics

Standard deviation 230240
Coef of variation 3.2753
Kurtosis 112.17
Mean 70295
MAD 101410
Skewness 8.9591
Sum 143401841
Variance 53010000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 637 31.2%
 
4 6 0.3%
 
1 5 0.2%
 
9 4 0.2%
 
180 4 0.2%
 
6 4 0.2%
 
15 3 0.1%
 
5 3 0.1%
 
19 3 0.1%
 
1818 3 0.1%
 
Other values (1325) 1368 67.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 637 31.2%
 
1 5 0.2%
 
2 1 0.0%
 
3 1 0.0%
 
4 6 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
3204435 1 0.0%
 
3206250 1 0.0%
 
3327772 1 0.0%
 
3476017 1 0.0%
 
3615588 1 0.0%
 

Welf_Categ_Cash_Assist
Numeric

Distinct count 1830
Unique (%) 89.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 176280
Minimum 0
Maximum 1295654
Zeros (%) 9.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 30746
Median 89630
Q3 213900
95-th percentile 721300
Maximum 1295654
Range 1295654
Interquartile range 183160

Descriptive statistics

Standard deviation 228160
Coef of variation 1.2943
Kurtosis 4.8131
Mean 176280
MAD 160400
Skewness 2.1673
Sum 359618773
Variance 52059000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 193 9.5%
 
5000 5 0.2%
 
62049 4 0.2%
 
86258 3 0.1%
 
149675 3 0.1%
 
59638 2 0.1%
 
52457 2 0.1%
 
23393 2 0.1%
 
560296 2 0.1%
 
137774 2 0.1%
 
Other values (1820) 1822 89.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 193 9.5%
 
570 1 0.0%
 
926 1 0.0%
 
1003 1 0.0%
 
1070 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1178319 1 0.0%
 
1225939 1 0.0%
 
1236987 1 0.0%
 
1291353 1 0.0%
 
1295654 1 0.0%
 

Welf_Categ_IG_Loc_Govts
Highly correlated

This variable is highly correlated with Welf_Categ_Total_Exp and should be ignored for analysis

Correlation 0.97044

Welf_Categ_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Welf_Categ_Total_Exp
Numeric

Distinct count 2026
Unique (%) 99.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 504810
Minimum 0
Maximum 11193652
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 18776
Q1 61736
Median 149830
Q3 428870
95-th percentile 1807000
Maximum 11193652
Range 11193652
Interquartile range 367130

Descriptive statistics

Standard deviation 1230500
Coef of variation 2.4375
Kurtosis 31.342
Mean 504810
MAD 568790
Skewness 5.2529
Sum 1029805928
Variance 1514100000000
Memory size 16.0 KiB
Value Count Frequency (%)  
62049 4 0.2%
 
0 3 0.1%
 
86258 3 0.1%
 
28808 2 0.1%
 
215522 2 0.1%
 
59638 2 0.1%
 
582762 2 0.1%
 
62084 2 0.1%
 
149675 2 0.1%
 
156712 2 0.1%
 
Other values (2016) 2016 98.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 3 0.1%
 
2228 1 0.0%
 
2426 1 0.0%
 
2643 1 0.0%
 
3005 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10561176 1 0.0%
 
10651482 1 0.0%
 
10930015 1 0.0%
 
11118004 1 0.0%
 
11193652 1 0.0%
 

Welf_Ins_Cap_Outlay
Numeric

Distinct count 982
Unique (%) 48.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1499.8
Minimum 0
Maximum 197859
Zeros (%) 29.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 156
Q3 901.75
95-th percentile 6148.6
Maximum 197859
Range 197859
Interquartile range 901.75

Descriptive statistics

Standard deviation 6902.8
Coef of variation 4.6025
Kurtosis 414.89
Mean 1499.8
MAD 2046.5
Skewness 17.704
Sum 3059604
Variance 47649000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 605 29.7%
 
10 11 0.5%
 
9 10 0.5%
 
1 9 0.4%
 
27 8 0.4%
 
84 7 0.3%
 
16 6 0.3%
 
89 6 0.3%
 
57 6 0.3%
 
4 6 0.3%
 
Other values (972) 1366 67.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 605 29.7%
 
1 9 0.4%
 
2 1 0.0%
 
3 3 0.1%
 
4 6 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
43025 1 0.0%
 
95694 1 0.0%
 
102630 1 0.0%
 
126770 1 0.0%
 
197859 1 0.0%
 

Welf_Ins_Construction
Highly correlated

This variable is highly correlated with Welf_Ins_Cap_Outlay and should be ignored for analysis

Correlation 0.99533

Welf_Ins_Current_Exp
Highly correlated

This variable is highly correlated with Welf_Ins_Total_Exp and should be ignored for analysis

Correlation 0.98236

Welf_Ins_Total_Exp
Numeric

Distinct count 1495
Unique (%) 73.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 20684
Minimum 0
Maximum 770618
Zeros (%) 25.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 8893.5
Q3 28622
95-th percentile 76412
Maximum 770618
Range 770618
Interquartile range 28622

Descriptive statistics

Standard deviation 35070
Coef of variation 1.6955
Kurtosis 114.92
Mean 20684
MAD 21154
Skewness 7.2379
Sum 42195104
Variance 1229900000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 515 25.2%
 
162 4 0.2%
 
6931 3 0.1%
 
4640 2 0.1%
 
1796 2 0.1%
 
1357 2 0.1%
 
2818 2 0.1%
 
5125 2 0.1%
 
8880 2 0.1%
 
4554 2 0.1%
 
Other values (1485) 1504 73.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 515 25.2%
 
1 2 0.1%
 
5 1 0.0%
 
9 1 0.0%
 
10 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
276348 1 0.0%
 
280200 1 0.0%
 
315590 1 0.0%
 
350235 1 0.0%
 
770618 1 0.0%
 

Welf_NEC_Cap_Outlay
Numeric

Distinct count 1680
Unique (%) 82.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5395.4
Minimum 0
Maximum 108149
Zeros (%) 1.6%

Quantile statistics

Minimum 0
5-th percentile 64
Q1 494
Median 1754
Q3 5163.8
95-th percentile 25132
Maximum 108149
Range 108149
Interquartile range 4669.8

Descriptive statistics

Standard deviation 10208
Coef of variation 1.892
Kurtosis 23.369
Mean 5395.4
MAD 5900.3
Skewness 4.1524
Sum 11006686
Variance 104200000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 32 1.6%
 
43 5 0.2%
 
119 5 0.2%
 
93 5 0.2%
 
249 4 0.2%
 
175 4 0.2%
 
230 4 0.2%
 
282 4 0.2%
 
467 4 0.2%
 
61 4 0.2%
 
Other values (1670) 1969 96.5%
 

Minimum 5 values

Value Count Frequency (%)  
0 32 1.6%
 
1 1 0.0%
 
2 1 0.0%
 
4 2 0.1%
 
5 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
76404 1 0.0%
 
77771 1 0.0%
 
94587 1 0.0%
 
96579 1 0.0%
 
108149 1 0.0%
 

Welf_NEC_Construction
Numeric

Distinct count 659
Unique (%) 32.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1386.7
Minimum 0
Maximum 72820
Zeros (%) 44.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 7
Q3 246
95-th percentile 6335.3
Maximum 72820
Range 72820
Interquartile range 246

Descriptive statistics

Standard deviation 5903.2
Coef of variation 4.2569
Kurtosis 64.604
Mean 1386.7
MAD 2239.9
Skewness 7.4034
Sum 2828947
Variance 34848000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 904 44.3%
 
1 29 1.4%
 
2 20 1.0%
 
5 20 1.0%
 
3 19 0.9%
 
4 15 0.7%
 
10 13 0.6%
 
9 13 0.6%
 
22 13 0.6%
 
8 12 0.6%
 
Other values (649) 982 48.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 904 44.3%
 
1 29 1.4%
 
2 20 1.0%
 
3 19 0.9%
 
4 15 0.7%
 

Maximum 5 values

Value Count Frequency (%)  
64265 1 0.0%
 
64268 1 0.0%
 
66584 1 0.0%
 
68225 1 0.0%
 
72820 1 0.0%
 

Welf_NEC_Current_Exp
Highly correlated

This variable is highly correlated with Welf_NEC_Direct_Expend and should be ignored for analysis

Correlation 0.99988

Welf_NEC_Direct_Expend
Numeric

Distinct count 2039
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 482780
Minimum 17
Maximum 5878710
Zeros (%) 0.0%

Quantile statistics

Minimum 17
5-th percentile 34807
Q1 113570
Median 258810
Q3 608560
95-th percentile 1580100
Maximum 5878710
Range 5878693
Interquartile range 494990

Descriptive statistics

Standard deviation 626490
Coef of variation 1.2977
Kurtosis 15.248
Mean 482780
MAD 406020
Skewness 3.2852
Sum 984877609
Variance 392490000000
Memory size 16.0 KiB
Value Count Frequency (%)  
207153 2 0.1%
 
59391 1 0.0%
 
359393 1 0.0%
 
781657 1 0.0%
 
691913 1 0.0%
 
207507 1 0.0%
 
1384213 1 0.0%
 
169314 1 0.0%
 
64867 1 0.0%
 
587112 1 0.0%
 
Other values (2029) 2029 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
17 1 0.0%
 
5670 1 0.0%
 
7319 1 0.0%
 
9583 1 0.0%
 
10022 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4696778 1 0.0%
 
4890831 1 0.0%
 
5196832 1 0.0%
 
5295156 1 0.0%
 
5878710 1 0.0%
 

Welf_NEC_IG_Local_Govts
Highly correlated

This variable is highly correlated with Welf_NEC_Total_Expend and should be ignored for analysis

Correlation 0.96699

Welf_NEC_IG_To_State
Constant

This variable is constant and should be ignored for analysis

Constant value 0

Welf_NEC_Total_Expend
Highly correlated

This variable is highly correlated with Prot_Insp_Current_Exp and should be ignored for analysis

Correlation 0.95703

Welf_State_Share_Part_D
Numeric

Distinct count 51
Unique (%) 2.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 905.88
Minimum 0
Maximum 207397
Zeros (%) 97.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 207397
Range 207397
Interquartile range 0

Descriptive statistics

Standard deviation 8648.8
Coef of variation 9.5475
Kurtosis 242.23
Mean 905.88
MAD 1767.3
Skewness 14.004
Sum 1847985
Variance 74802000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 1990 97.5%
 
2492 1 0.0%
 
49906 1 0.0%
 
8942 1 0.0%
 
6888 1 0.0%
 
41696 1 0.0%
 
6782 1 0.0%
 
47704 1 0.0%
 
207397 1 0.0%
 
8675 1 0.0%
 
Other values (41) 41 2.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 1990 97.5%
 
2076 1 0.0%
 
2376 1 0.0%
 
2492 1 0.0%
 
3975 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
92606 1 0.0%
 
105769 1 0.0%
 
110692 1 0.0%
 
136186 1 0.0%
 
207397 1 0.0%
 

Welf_Vend_Pmts_Medical
Highly correlated

This variable is highly correlated with Public_Welf_Current_Exp and should be ignored for analysis

Correlation 0.99268

Welf_Vend_Pmts_NEC
Numeric

Distinct count 1307
Unique (%) 64.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 71114
Minimum 0
Maximum 1524685
Zeros (%) 33.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 6715
Q3 52348
95-th percentile 292610
Maximum 1524685
Range 1524685
Interquartile range 52348

Descriptive statistics

Standard deviation 192360
Coef of variation 2.7049
Kurtosis 24.213
Mean 71114
MAD 94941
Skewness 4.6925
Sum 145072819
Variance 37002000000
Memory size 16.0 KiB
Value Count Frequency (%)  
0 674 33.0%
 
1 8 0.4%
 
6 5 0.2%
 
106140 4 0.2%
 
35 3 0.1%
 
182617 3 0.1%
 
159 3 0.1%
 
800 3 0.1%
 
22 3 0.1%
 
643 3 0.1%
 
Other values (1297) 1331 65.2%
 

Minimum 5 values

Value Count Frequency (%)  
0 674 33.0%
 
1 8 0.4%
 
2 1 0.0%
 
4 1 0.0%
 
6 5 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
1422230 1 0.0%
 
1432140 1 0.0%
 
1456469 1 0.0%
 
1490744 1 0.0%
 
1524685 1 0.0%
 

Year
Numeric

Distinct count 40
Unique (%) 2.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1996.5
Minimum 1977
Maximum 2016
Zeros (%) 0.0%

Quantile statistics

Minimum 1977
5-th percentile 1979
Q1 1986.8
Median 1996.5
Q3 2006.2
95-th percentile 2014
Maximum 2016
Range 39
Interquartile range 19.5

Descriptive statistics

Standard deviation 11.546
Coef of variation 0.0057832
Kurtosis -1.2015
Mean 1996.5
MAD 10
Skewness 0
Sum 4072860
Variance 133.32
Memory size 16.0 KiB
Value Count Frequency (%)  
2016 51 2.5%
 
2015 51 2.5%
 
1994 51 2.5%
 
1993 51 2.5%
 
1992 51 2.5%
 
1991 51 2.5%
 
1990 51 2.5%
 
1989 51 2.5%
 
1988 51 2.5%
 
1987 51 2.5%
 
Other values (30) 1530 75.0%
 

Minimum 5 values

Value Count Frequency (%)  
1977 51 2.5%
 
1978 51 2.5%
 
1979 51 2.5%
 
1980 51 2.5%
 
1981 51 2.5%
 

Maximum 5 values

Value Count Frequency (%)  
2012 51 2.5%
 
2013 51 2.5%
 
2014 51 2.5%
 
2015 51 2.5%
 
2016 51 2.5%
 

Correlations

Sample

Unnamed: 0 Year ID State_Code State FIPS_Code_State FYEndDate Population Total_Revenue Total_Rev_Own_Sources General_Revenue Gen_Rev_Own_Sources Total_Taxes Property_Tax Tot_Sales___Gr_Rec_Tax Total_Gen_Sales_Tax Total_Select_Sales_Tax Alcoholic_Beverage_Tax Amusement_Tax Insurance_Premium_Tax Motor_Fuels_Tax Pari_mutuels_Tax Public_Utility_Tax Tobacco_Tax Other_Select_Sales_Tax Total_License_Taxes Alcoholic_Beverage_Lic Amusement_License Corporation_License Hunting___Fishing_License Motor_Vehicle_License Motor_Veh_Oper_License Motor_Vehicle_License_Total Public_Utility_License Occup_and_Bus_Lic_NEC Other_License_Taxes Total_Income_Taxes Individual_Income_Tax Corp_Net_Income_Tax Death_and_Gift_Tax Docum_and_Stock_Tr_Tax Severance_Tax Taxes_NEC Total_IG_Revenue Total_Fed_IG_Revenue Fed_IGR_Air_Transport Fed_IGR_Education Fed_IGR_Emp_Sec_Adm Fed_IGR_Gen_Rev_Shar Fed_IGR_Gen_Support Fed_IGR_Health___Hos Fed_IGR_Highways Fed_IGR_Transit_Sub Fed_IGR_Hous_Com_Dev Fed_IGR_Natural_Res Fed_IGR_Public_Welf Fed_IGR_Sewerage Fed_IGR_Other Total_State_IG_Revenue State_IGR_Education State_IGR_Tax_Relief State_IGR_Oth_Gen_Sup State_IGR_Gen_Sup State_IGR_Health___Hos State_IGR_Highways State_IGR_Transit_Sub State_IGR_Hous_Com_Dev State_IGR_Public_Welf State_IGR_Sewerage State_IGR_Other Tot_Local_IG_Rev Local_IGR_InterSchool_Aid Local_IGR_Other_Education Local_IGR_Oth_Gen_Sup Local_IGR_Health___Hos Local_IGR_Highways Local_IGR_Transit_Sub Local_IGR_Hous_Com_Dev Local_IGR_Public_Welf Local_IGR_Sewerage Local_IGR_Other Tot_Chgs_and_Misc_Rev Total_General_Charges Chg_Air_Transportation Chg_Misc_Com_Activ Chg_Total_Education Chg_Total_Elem_Education Chg_Elem_Ed_Sch_Lunch Chg_Elem_Ed_Tuition Chg_Elem_Ed_NEC Chg_Total_High_Ed Chg_Hospitals Chg_Highways Chg_Regular_Highways Chg_Toll_Highways Chg_Housing___Comm_Dev Chg_Total_Nat_Res Chg_Parking Chg_Parks___Recreation Chg_Sewerage Chg_Solid_Waste_Mgmt Chg_Water_Transport Chg_All_Other_NEC Misc_General_Revenue Special_Assessments Prop_Sale_Total Prop_Sale_Hous_Com_Dev Prop_Sale_Other Interest_Revenue Fines_and_Forfeits Rents_and_Royalties Net_Lottery_Revenue Misc_General_Rev_NEC Liquor_Stores_Revenue Total_Utility_Revenue Water_Utility_Revenue Electric_Utility_Rev Gas_Utility_Rev Transit_Utility_Rev Total_Insur_Trust_Rev Total_Insur_Trust_Ctrb Tot_Ins_Trust_Inv_Rev Total_Emp_Ret_Rev Emp_Ret_Total_Ctrib Emp_Ret_Loc_Emp_Ctrib Emp_Ret_Loc_To_Loc_Sys Emp_Ret_From_Other_Gov Emp_Ret_Sta_To_Sta_Ctr Emp_Ret_Int_Rev Emp_Ret_Other_Earnings Total_Unemp_Rev Unemp_Payroll_Tax Unemp_Int_Revenue Unemp_Federal_Advances Total_Expenditure Total_IG_Expenditure Direct_Expenditure Total_Current_Expend Total_Current_Oper Total_Capital_Outlays Total_Construction Total_Other_Capital_Outlays Tot_Assist___Subsidies Total_Interest_on_Debt Total_Insur_Trust_Ben Total_Salaries___Wages General_Expenditure IG_Exp_To_State_Govt IG_Exp_To_Local_Govts IG_Exp_To_Federal_Govt Direct_General_Expend General_Current_Expend General_Current_Oper General_Capital_Outlay General_Construction General_Capital_Outlay_Other General_Assist___Sub General_Debt_Interest Air_Trans_Total_Expend Air_Trans_Direct_Expend Air_Trans_Cap_Outlay Air_Trans_Current_Exp Air_Trans_Construction Air_Trans_IG_To_State Air_Trans_IG_Local_Govts Misc_Com_Activ_Tot_Exp Misc_Com_Activ_Cap_Out Misc_Com_Activ_Current_Exp Misc_Com_Activ_Constr Correct_Total_Exp Correct_Direct_Exp Correct_Cap_Outlay Correct_Current_Exp Correct_Construct Correct_IG_To_St Correct_IG_Loc_Govts Total_Educ_Total_Exp Total_Educ_Direct_Exp Total_Educ_Assist___Sub Total_Educ_Cap_Outlay Total_Educ_Current_Exp Total_Educ_Construct Elem_Educ_Total_Exp Elem_Educ_Direct_Exp Elem_Educ_Cap_Outlay Elem_Educ_Current_Exp Elem_Educ_Construction Elem_Educ_IG_To_State Elem_Educ_IG_Local_Govts Elem_Educ_IG_Sch_to_Sch Higher_Ed_Total_Exp Higher_Ed_Direct_Exp Higher_Ed_Cap_Outlay Higher_Ed_Current_Exp Higher_Ed_Construct Higher_Ed_IG_To_St Higher_Ed_IG_Loc_Govts Educ_NEC_Total_Expend Educ_NEC_Direct_Expend Educ_NEC_Assistance Educ_NEC_Cap_Outlay Educ_NEC_Current_Exp Educ_NEC_Construction Educ_NEC_IG_To_State Educ_NEC_IG_Local_Govts Emp_Sec_Adm_Direct_Exp Emp_Sec_Adm_Cap_Outlay Emp_Sec_Adm_Current_Exp Emp_Sec_Adm_Construct Fin_Admin_Total_Exp Fin_Admin_Direct_Exp Fin_Admin_Cap_Outlay Fin_Admin_Current_Exp Fin_Admin_Construction Fin_Admin_IG_To_State Fin_Admin_IG_Local_Govts Fire_Prot_Total_Expend Fire_Prot_Direct_Exp Fire_Prot_Cap_Outlay Fire_Prot_Current_Exp Fire_Prot_Construction Fire_Prot_IG_To_State Fire_Prot_IG_Local_Govts Judicial_Total_Expend Judicial_Direct_Expend Judicial_Cap_Outlay Judicial_Current_Exp Judicial_Construction Judicial_IG_To_State Judicial_IG_Local_Govts Cen_Staff_Total_Expend Cen_Staff_Direct_Exp Cen_Staff_Cap_Outlay Cen_Staff_Current_Exp Cen_Staff_Construction Cen_Staff_IG_To_State Cen_Staff_IG_Local_Govts Gen_Pub_Bldg_Total_Exp Gen_Pub_Bldg_Cap_Out Gen_Pub_Bldg_Current_Exp Gen_Pub_Bldg_Construct Health_Total_Expend Health_Direct_Expend Health_Capital_Outlay Health_Current_Exp Health_Construction Health_IG_To_State Health_IG_Local_Govts Total_Hospital_Total_Exp Total_Hospital_Dir_Exp Total_Hospital_Cap_Out Total_Hospital_Current_Exp Total_Hospital_Construct Total_Hospital_IG_To_State Total_Hospital_IG_Loc_Govts Own_Hospital_Total_Exp Own_Hospital_Cap_Out Own_Hospital_Current_Exp Own_Hospital_Construct Hosp_Other_Total_Exp Hosp_Other_Direct_Exp Hosp_Other_Cap_Outlay Hosp_Other_Current_Exp Hosp_Other_Construct Hosp_Other_IG_To_State Hosp_Other_IG_Loc_Govts Total_Highways_Tot_Exp Total_Highways_Dir_Exp Total_Highways_Cap_Out Total_Highways_Current_Exp Total_Highways_Construct Regular_Hwy_Total_Exp Regular_Hwy_Direct_Exp Regular_Hwy_Cap_Outlay Regular_Hwy_Current_Exp Regular_Hwy_Construct Regular_Hwy_IG_To_Sta Regular_Hwy_IG_Loc_Govts Toll_Hwy_Total_Expend Toll_Hwy_Cap_Outlay Toll_Hwy_Current_Exp Toll_Hwy_Construction Transit_Sub_Total_Exp Transit_Sub_Direct_Sub Transit_Sub_IG_To_Sta Transit_Sub_IG_Loc_Govts Transit_Sub_To_Own_Sys Hous___Com_Total_Exp Hous___Com_Direct_Exp Hous___Com_Cap_Outlay Hous___Com_Current_Exp Hous___Com_Construct Hous___Com_IG_To_State Hous___Com_IG_Loc_Govts Libraries_Total_Expend Libraries_Direct_Exp Libraries_Cap_Outlay Libraries_Current_Exp Libraries_Construction Libraries_IG_To_State Libraries_IG_Local_Govts Natural_Res_Total_Exp Natural_Res_Direct_Exp Natural_Res_Cap_Outlay Natural_Res_Current_Exp Natural_Res_Construct Natural_Res_IG_To_Sta Natural_Res_IG_Loc_Govts Parking_Total_Expend Parking_Direct_Expend Parking_Capital_Outlay Parking_Current_Exp Parking_Construction Parking_IG_To_State Parking_IG_Local_Govts Parks___Rec_Total_Exp Parks___Rec_Direct_Exp Parks___Rec_Cap_Outlay Parks___Rec_Current_Exp Parks___Rec_Construct Parks___Rec_IG_To_Sta Parks___Rec_IG_Loc_Govts Police_Prot_Total_Exp Police_Prot_Direct_Exp Police_Prot_Cap_Outlay Police_Prot_Current_Exp Police_Prot_Construct Police_Prot_IG_To_Sta Police_Prot_IG_Loc_Govts Prot_Insp_Total_Exp Prot_Insp_Direct_Exp Prot_Insp_Cap_Outlay Prot_Insp_Current_Exp Prot_Insp_Construction Prot_Insp_IG_To_State Prot_Insp_IG_Local_Govts Public_Welf_Total_Exp Public_Welf_Direct_Exp Public_Welf_Cash_Asst Public_Welf_Cap_Outlay Public_Welf_Current_Exp Public_Welf_Construct Welf_Categ_Total_Exp Welf_Categ_Cash_Assist Welf_Categ_IG_To_State Welf_Categ_IG_Loc_Govts Welf_Cash_Total_Exp Welf_Cash_Cash_Assist Welf_Cash_IG_Local_Govts Welf_Vend_Pmts_Medical Welf_Vend_Pmts_NEC Welf_State_Share_Part_D Welf_Ins_Total_Exp Welf_Ins_Cap_Outlay Welf_Ins_Current_Exp Welf_Ins_Construction Welf_NEC_Total_Expend Welf_NEC_Direct_Expend Welf_NEC_Cap_Outlay Welf_NEC_Current_Exp Welf_NEC_Construction Welf_NEC_IG_To_State Welf_NEC_IG_Local_Govts Sewerage_Total_Expend Sewerage_Direct_Expend Sewerage_Cap_Outlay Sewerage_Current_Exp Sewerage_Construction Sewerage_IG_To_State Sewerage_IG_Local_Govts SW_Mgmt_Total_Expend SW_Mgmt_Direct_Expend SW_Mgmt_Capital_Outlay SW_Mgmt_Current_Exp SW_Mgmt_Construction SW_Mgmt_IG_To_State SW_Mgmt_IG_Local_Govts Water_Trans_Total_Exp Water_Trans_Direct_Exp Water_Trans_Cap_Outlay Water_Trans_Current_Exp Water_Trans_Construct Water_Trans_IG_To_Sta Water_Trans_IG_Loc_Govts Interest_on_Gen_Debt General_NEC_Total_Exp General_NEC_Direct_Exp VetBonus General_NEC_Cap_Outlay General_NEC_Current_Exp General_NEC_Construct General_NEC_IG_To_St General_NEC_IG_Loc_Govts General_NEC_IG_To_Fed Liquor_Stores_Tot_Exp Liquor_Stores_Cap_Out Liquor_Stores_Current_Exp Liquor_Stores_Constr Total_Util_Total_Exp Total_Util_Inter_Exp Total_Util_Cap_Outlay Total_Util_Current_Exp Total_Util_Construct Water_Util_Total_Exp Water_Util_Inter_Exp Water_Util_Cap_Outlay Water_Util_Current_Exp Water_Util_Construct Elec_Util_Total_Exp Elec_Util_Inter_Exp Elec_Util_Cap_Outlay Elec_Util_Current_Exp Elec_Util_Construct Gas_Util_Total_Exp Gas_Util_Inter_Exp Gas_Util_Cap_Outlay Gas_Util_Current_Exp Gas_Util_Construct Trans_Util_Total_Exp Trans_Util_Inter_Exp Trans_Util_Cap_Outlay Trans_Util_Current_Exp Trans_Util_Construct Emp_Ret_Total_Expend Emp_Ret_Benefit_Paymts Emp_Ret_Withdrawals Emp_Ret_Other_Paymts Unemp_Comp_Total_Exp Unemp_Comp_Ben_Paymts Unemp_Ext___Spec_Pmts Total_Debt_Outstanding Total_Long_Term_Debt_Out ST_Debt_End_of_Year Total_Beg_LTD_Out Beg_LTD_Out_Private_Purp Beg_LTD_Out_All_Other Beg_LTD_Out_Utility Beg_LTD_Out_Water_Util Beg_LTD_Out_Elec_Util Beg_LTD_Out_Gas_Util Beg_LTD_Out_Trans_Util Beg_LTD_Out_General Beg_LTD_Out_Education Beg_LTD_Out_Priv_Purp Beg_LTD_Out_Other_NEC Total_LTD_Issued LTD_Iss_Private_Purp LTD_Iss_All_Other LTD_Iss_Utility LTD_Iss_Util_Water LTD_Iss_Util_Electric LTD_Iss_Util_Gas_Supply LTD_Iss_Util_Transit LTD_Iss_General LTD_Iss_Gen_Elem_Educ LTD_Iss_Gen_Other_Educ LTD_Iss_Gen_Other_NEC Total_LTD_Iss_FFC LTD_Iss_FFC_Utility LTD_Iss_FFC_Water_Util LTD_Iss_FFC_Elec_Util LTD_Iss_FFC_Gas_Util LTD_Iss_FFC_Trans_Util LTD_Iss_FFC_General LTD_Iss_FFC_Elem_Educ LTD_Iss_FFC_Other_Educ LTD_Iss_FFC_Other_NEC Total_LTD_Iss_NG LTD_Iss_NG_Utility LTD_Iss_NG_Water_Util LTD_Iss_NG_Elec_Util LTD_Iss_NG_Gas_Util LTD_Iss_NG_Trans_Util LTD_Iss_NG_General LTD_Iss_NG_Elem_Educ LTD_Iss_NG_Other_Educ LTD_Iss_NG_Private_Purp LTD_Iss_NG_Other_NEC Total_LTD_Iss_Unsp LTD_Iss_Unsp_Utility LTD_Iss_Unsp_Water_Util LTD_Iss_Unsp_Elec_Util LTD_Iss_Unsp_Gas_Util LTD_Iss_Unsp_Trans_Util LTD_Iss_Unsp_General LTD_Iss_Unsp_Elem_Educ LTD_Iss_Unsp_Other_Educ LTD_Iss_Unsp_Other_NEC Total_LTD_Retired LTD_Ret_Private_Purp LTD_Ret_All_Other LTD_Ret_Utility LTD_Ret_Util_Water LTD_Ret_Util_Electric LTD_Ret_Util_Gas_Supply LTD_Ret_Util_Transit LTD_Ret_General LTD_Ret_Gen_Elem_Educ LTD_Ret_Gen_Other_Educ LTD_Ret_Gen_Other_NEC Total_LTD_Ret_FFC LTD_Ret_FFC_Utility LTD_Ret_FFC_Water_Util LTD_Ret_FFC_Elec_Util LTD_Ret_FFC_Gas_Util LTD_Ret_FFC_Trans_Util LTD_Ret_FFC_General LTD_Ret_FFC_Elem_Educ LTD_Ret_FFC_Other_Educ LTD_Ret_FFC_Other_NEC Total_LTD_Ret_NG LTD_Ret_NG_Utility LTD_Ret_NG_Water_Util LTD_Ret_NG_Elec_Util LTD_Ret_NG_Gas_Util LTD_Ret_NG_Trans_Util LTD_Ret_NG_General LTD_Ret_NG_Elem_Educ LTD_Ret_NG_Other_Educ LTD_Ret_NG_Private_Purp LTD_Ret_NG_Other_NEC Total_LTD_Ret_Unsp LTD_Ret_Unsp_Utility LTD_Ret_Unsp_Water_Util LTD_Ret_Unsp_Elec_Utili LTD_Ret_Unsp_Gas_Util LTD_Ret_Unsp_Trans_Util LTD_Ret_Unsp_General LTD_Ret_Unsp_Elem_Educ LTD_Ret_Unsp_Other_Educ LTD_Ret_Unsp_Other_NEC Total_LTD_Out LTD_Out_Private_Purp LTD_Out_All_Other Total_LTD_Out_Utility LTD_Out_Util_Water LTD_Out_Util_Electric LTD_Out_Util_Gas_Supply LTD_Out_Util_Transit LTD_Out_General LTD_Out_Gen_Elem_Educ LTD_Out_Gen_Other_Educ LTD_Out_Gen_Other_NEC Total_LTD_Out_FFC LTD_Out_FFC_Utility LTD_Out_FFC_Water_Util LTD_Out_FFC_Elec_Util LTD_Out_FFC_Gas_Util LTD_Out_FFC_Trans_Util LTD_Out_FFC_General LTD_Out_FFC_Elem_Educ LTD_Out_FFC_Other_Educ LTD_Out_FFC_Other_NEC Tot_LTD_Out_NG LTD_Out_NG_Utility LTD_Out_NG_Water_Util LTD_Out_NG_Elec_Util LTD_Out_NG_Gas_Util LTD_Out_NG_Trans_Util LTD_Out_NG_General LTD_Out_NG_Elem_Educ LTD_Out_NG_Other_Educ LTD_Out_NG_Private_Purp LTD_Out_NG_Other_NEC Total_Cash___Securities Insur_Trust_Cash___Sec Emp_Retire_Cash___Sec Emp_Retire_Cash___Dep Emp_Retire_Total_Sec Emp_Retire_Sec_Tot_Fed Emp_Retire_Sec_S_L_Secur Emp_Retire_Sec_Tot_Nong Emp_Retire_Sec_Corp_Bds Emp_Retire_Sec_Corp_Stk Emp_Retire_Sec_Mortgages Emp_Retire_Sec_Misc_Inv Emp_Retire_Sec_Oth_Nong Unemp_Comp_Cash___Sec Unemp_Comp_Bal_In_US_Trs Unemp_Comp_Other_Balance Nonin_Trust_Cash___Sec Sinking_Fd_Cash___Sec Bond_Fd_Cash___Sec Oth_Nonin_Fd_Cash___Sec
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3 3 2016 40000000 4 ARKANSAS 5 630 2978204 21431620 14000079 20346096 12914555 9452883 1119958 4590072 3314363 1275709 55164 56031 192020 479879 2616 0 230527 259472 396891 4624 473 26703 26579 163023 21825 184848 8351 143422 1891 3345962 2781458 450159 3 38844 48340 27158 7431541 7387381 0 780032 91738 0 0 197912 548400 0 23754 85931 4968032 12851 666332 0 0 0 0 NaN 0 0 0 0 0 0 0 44160 0 42885 0 126 0 0 0 0 0 1149 3461672 2454868 18 0 911720 NaN 0 0 0 909538 1284200 6079.0 6079 0 365 26571 0 34692 0 4 0 191219 1006804 78 45.0 0 45 136997 15766 19768 120948 563172 0 0 0 0 0 0 1085524 1036455 31739 744741 722026 163751 0 505101 0 22715 0 323453 314429 9024 0 23256505 5887594 16998888 22155463 13345202 1101042 970498 130544 485634 130905 1936105 3006878 16998888 0 777125 214 16998888 15897846 13345202 1101042 970498 130544 485634 130905 15503 389 0 389.0 0 0 15114 0 0 NaN 0 429314 428673 368 428305 368 0 641 8440012 3329757 478104 250024 3079733 192865 5110255 0 0 NaN 0 0 0 5110255 2711408 2711408 249927 2461481 192768 0 0 140245 140245 0 97 140148.0 97 0 0 93574 1 93573.0 1 458515 458515 233 458282 127 0 0 0 0 0 NaN 0 0 0 126343 125787 0 125787 0 0 556 72200 72200 2754 69446 2543 0 0 1220 0 1220 0 296508 295371 121 295250 121 0 1137 1021700 1021700 15128 1006572 10030 0 0 0 0 NaN 0 0 0 0 NaN 0 0 0 1443384 1182557 807780 374777 743081 1443384 1182557 807780 374777 743081 0 260827 0 0 NaN 0 0 0 0 0 0 28733 13785 0 13785 0 0 14948 7281 2527 0 2527.0 0 0 4754 304251 296199 13521 282678 10250 0 8052 0 0 0 NaN 0 0 0 71110 71060 3146 67914 3146 0 50 119889 118004 2 118002 2 0 1885 82200 82200 9 82191 9 0 0 6979738 6979723 7530 7597 6964596 7597 7489 7489 0 0 41 41 0 6397740 0 0 18423 7597 10826.0 7597 556045 556030 0 556030 0 0 15 246 246 0 246.0 0 0 0 9313 9313 0 9313.0 0 0 0 0 0 0 NaN 0 0 0 130905 502831 346552 0 358 346194 358 0 156065 214 0 0 NaN 0 4356 0 0 4356.0 0 4356 0 0 4356.0 0 0 0 0 NaN 0 0 0 0 NaN 0 0 0 0 NaN 0 1716588 1689925 26663 0 204938 204938 0 4828756 4828756 0 4985140 1103561 3881579 0 0 0 0 0 0 0 0 0 345800 77370 268430 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 502184 82336 419848 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4828756 1098595 3730161 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34073139 25464616 24860744 825839 24034905 367513 0 23667392 1660264 7282274 4142 10936752 3783960 485792 485792 0 8608523 1664378 358939 6585206
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